Decorate base classifiers: J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= 0: FALSE (893.0/4.0) LOC_CODE_AND_COMMENT > 0 | LOC_CODE_AND_COMMENT <= 9 | | LOC_COMMENTS <= 14 | | | CYCLOMATIC_COMPLEXITY <= 9 | | | | LOC_BLANK <= 1: FALSE (36.0/1.0) | | | | LOC_BLANK > 1 | | | | | ESSENTIAL_COMPLEXITY <= 4 | | | | | | DECISION_DENSITY <= 0 | | | | | | | PARAMETER_COUNT <= 0 | | | | | | | | BRANCH_COUNT <= 1 | | | | | | | | | EDGE_COUNT <= 6 | | | | | | | | | | LOC_BLANK <= 3: TRUE (8.0/1.0) | | | | | | | | | | LOC_BLANK > 3 | | | | | | | | | | | LOC_BLANK <= 8 | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 3: FALSE (5.0/1.0) | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 3: TRUE (2.0) | | | | | | | | | | | LOC_BLANK > 8: FALSE (4.0) | | | | | | | | | EDGE_COUNT > 6: TRUE (4.0) | | | | | | | | BRANCH_COUNT > 1: FALSE (7.0) | | | | | | | PARAMETER_COUNT > 0: FALSE (36.0/4.0) | | | | | | DECISION_DENSITY > 0 | | | | | | | LOC_CODE_AND_COMMENT <= 6 | | | | | | | | PERCENT_COMMENTS <= 43.9 | | | | | | | | | ESSENTIAL_COMPLEXITY <= 1 | | | | | | | | | | DESIGN_DENSITY <= 0.31: TRUE (8.0/1.0) | | | | | | | | | | DESIGN_DENSITY > 0.31: FALSE (140.0/66.0) | | | | | | | | | ESSENTIAL_COMPLEXITY > 1 | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4 | | | | | | | | | | | HALSTEAD_LEVEL <= 0.09 | | | | | | | | | | | | HALSTEAD_CONTENT <= 18.6: TRUE (3.0/1.0) | | | | | | | | | | | | HALSTEAD_CONTENT > 18.6: FALSE (12.0) | | | | | | | | | | | HALSTEAD_LEVEL > 0.09: TRUE (2.0) | | | | | | | | | | LOC_CODE_AND_COMMENT > 4: TRUE (2.0) | | | | | | | | PERCENT_COMMENTS > 43.9: FALSE (18.0/1.0) | | | | | | | LOC_CODE_AND_COMMENT > 6 | | | | | | | | DECISION_COUNT <= 12: TRUE (16.0/2.0) | | | | | | | | DECISION_COUNT > 12: FALSE (2.0) | | | | | ESSENTIAL_COMPLEXITY > 4 | | | | | | CALL_PAIRS <= 1 | | | | | | | DECISION_DENSITY <= 2: FALSE (7.0/1.0) | | | | | | | DECISION_DENSITY > 2: TRUE (4.0) | | | | | | CALL_PAIRS > 1: FALSE (21.0) | | | CYCLOMATIC_COMPLEXITY > 9: FALSE (53.0) | | LOC_COMMENTS > 14 | | | NUM_OPERANDS <= 111: FALSE (75.0) | | | NUM_OPERANDS > 111 | | | | NUMBER_OF_LINES <= 105: TRUE (3.0) | | | | NUMBER_OF_LINES > 105: FALSE (19.0/1.0) | LOC_CODE_AND_COMMENT > 9 | | NUM_UNIQUE_OPERATORS <= 23 | | | HALSTEAD_DIFFICULTY <= 104.25 | | | | ESSENTIAL_COMPLEXITY <= 4: TRUE (43.0/2.0) | | | | ESSENTIAL_COMPLEXITY > 4 | | | | | DESIGN_COMPLEXITY <= 4: TRUE (5.0) | | | | | DESIGN_COMPLEXITY > 4 | | | | | | LOC_CODE_AND_COMMENT <= 22: FALSE (5.0) | | | | | | LOC_CODE_AND_COMMENT > 22: TRUE (2.0) | | | HALSTEAD_DIFFICULTY > 104.25: FALSE (3.0) | | NUM_UNIQUE_OPERATORS > 23 | | | LOC_BLANK <= 27 | | | | LOC_BLANK <= 17: FALSE (7.0/1.0) | | | | LOC_BLANK > 17: TRUE (3.0) | | | LOC_BLANK > 27: FALSE (10.0) Number of Leaves : 33 Size of the tree : 65 J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= -0.025506: TRUE (478.0/3.0) LOC_CODE_AND_COMMENT > -0.025506 | LOC_CODE_AND_COMMENT <= 0: FALSE (893.0/4.0) | LOC_CODE_AND_COMMENT > 0 | | LOC_BLANK <= -0.045124 | | | LOC_CODE_AND_COMMENT <= 9: TRUE (208.0/10.0) | | | LOC_CODE_AND_COMMENT > 9 | | | | MULTIPLE_CONDITION_COUNT <= -1.634689: TRUE (5.0) | | | | MULTIPLE_CONDITION_COUNT > -1.634689 | | | | | NUMBER_OF_LINES <= -31.023994: TRUE (4.0/1.0) | | | | | NUMBER_OF_LINES > -31.023994: FALSE (19.0/1.0) | | LOC_BLANK > -0.045124 | | | DECISION_DENSITY <= -0.11385 | | | | LOC_CODE_AND_COMMENT <= 8.991581 | | | | | CYCLOMATIC_COMPLEXITY <= 4.071615 | | | | | | EDGE_COUNT <= -10.292627 | | | | | | | DECISION_DENSITY <= -1.038008: TRUE (2.0) | | | | | | | DECISION_DENSITY > -1.038008: FALSE (3.0) | | | | | | EDGE_COUNT > -10.292627 | | | | | | | CYCLOMATIC_DENSITY <= 0.622019: TRUE (30.0) | | | | | | | CYCLOMATIC_DENSITY > 0.622019 | | | | | | | | HALSTEAD_EFFORT <= 38303.42: FALSE (2.0) | | | | | | | | HALSTEAD_EFFORT > 38303.42: TRUE (4.0) | | | | | CYCLOMATIC_COMPLEXITY > 4.071615: TRUE (68.0) | | | | LOC_CODE_AND_COMMENT > 8.991581 | | | | | HALSTEAD_LEVEL <= 0.220968: FALSE (15.0/1.0) | | | | | HALSTEAD_LEVEL > 0.220968: TRUE (2.0) | | | DECISION_DENSITY > -0.11385 | | | | DECISION_DENSITY <= 0.00104 | | | | | CONDITION_COUNT <= 0.072015 | | | | | | DESIGN_COMPLEXITY <= 1.161253 | | | | | | | PARAMETER_COUNT <= 0.827563 | | | | | | | | MAINTENANCE_SEVERITY <= 0.75: FALSE (3.0) | | | | | | | | MAINTENANCE_SEVERITY > 0.75 | | | | | | | | | LOC_BLANK <= 1.483931: FALSE (7.0) | | | | | | | | | LOC_BLANK > 1.483931 | | | | | | | | | | NODE_COUNT <= 7.479287 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.154599 | | | | | | | | | | | | LOC_EXECUTABLE <= 16.44364: FALSE (11.0/1.0) | | | | | | | | | | | | LOC_EXECUTABLE > 16.44364: TRUE (4.0/1.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.154599: TRUE (8.0/1.0) | | | | | | | | | | NODE_COUNT > 7.479287: TRUE (6.0) | | | | | | | PARAMETER_COUNT > 0.827563 | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.07: FALSE (16.0) | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.07 | | | | | | | | | LOC_COMMENTS <= 1.443361 | | | | | | | | | | LOC_BLANK <= 7.499917 | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.09: TRUE (3.0/1.0) | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.09: FALSE (16.0) | | | | | | | | | | LOC_BLANK > 7.499917: TRUE (2.0) | | | | | | | | | LOC_COMMENTS > 1.443361: TRUE (3.0/1.0) | | | | | | DESIGN_COMPLEXITY > 1.161253: FALSE (73.0) | | | | | CONDITION_COUNT > 0.072015 | | | | | | LOC_BLANK <= 15.323872: TRUE (8.0) | | | | | | LOC_BLANK > 15.323872: FALSE (4.0) | | | | DECISION_DENSITY > 0.00104 | | | | | MULTIPLE_CONDITION_COUNT <= 22.177564 | | | | | | ESSENTIAL_COMPLEXITY <= 4.080283 | | | | | | | CYCLOMATIC_COMPLEXITY <= 8.996755 | | | | | | | | ESSENTIAL_COMPLEXITY <= 1.141119 | | | | | | | | | LOC_TOTAL <= 21.016912: FALSE (186.0/67.0) | | | | | | | | | LOC_TOTAL > 21.016912 | | | | | | | | | | ESSENTIAL_DENSITY <= 0.15185 | | | | | | | | | | | PARAMETER_COUNT <= 1.731951 | | | | | | | | | | | | ESSENTIAL_DENSITY <= -0.177387: TRUE (9.0) | | | | | | | | | | | | ESSENTIAL_DENSITY > -0.177387 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 11.77781 | | | | | | | | | | | | | | CONDITION_COUNT <= 26.353083 | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 12.01659 | | | | | | | | | | | | | | | | ESSENTIAL_DENSITY <= -0.065906 | | | | | | | | | | | | | | | | | BRANCH_COUNT <= 4.981092: TRUE (3.0/1.0) | | | | | | | | | | | | | | | | | BRANCH_COUNT > 4.981092: FALSE (5.0) | | | | | | | | | | | | | | | | ESSENTIAL_DENSITY > -0.065906 | | | | | | | | | | | | | | | | | LOC_TOTAL <= 24.465864 | | | | | | | | | | | | | | | | | | LOC_BLANK <= 18.369732: TRUE (5.0/1.0) | | | | | | | | | | | | | | | | | | LOC_BLANK > 18.369732: FALSE (2.0) | | | | | | | | | | | | | | | | | LOC_TOTAL > 24.465864: TRUE (21.0) | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 12.01659 | | | | | | | | | | | | | | | | LOC_COMMENTS <= 12.49904 | | | | | | | | | | | | | | | | | NODE_COUNT <= 23.452355 | | | | | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 2.489585: FALSE (5.0) | | | | | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 2.489585 | | | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.2 | | | | | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.486407 | | | | | | | | | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 2.473352 | | | | | | | | | | | | | | | | | | | | | | CALL_PAIRS <= 0.49759: FALSE (2.0) | | | | | | | | | | | | | | | | | | | | | | CALL_PAIRS > 0.49759: TRUE (11.0/1.0) | | | | | | | | | | | | | | | | | | | | | DESIGN_COMPLEXITY > 2.473352 | | | | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 19 | | | | | | | | | | | | | | | | | | | | | | | CALL_PAIRS <= 2.498807: FALSE (4.0) | | | | | | | | | | | | | | | | | | | | | | | CALL_PAIRS > 2.498807 | | | | | | | | | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 2.495028 | | | | | | | | | | | | | | | | | | | | | | | | | LOC_COMMENTS <= 8: TRUE (6.0/1.0) | | | | | | | | | | | | | | | | | | | | | | | | | LOC_COMMENTS > 8: FALSE (3.0) | | | | | | | | | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 2.495028: TRUE (3.0) | | | | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 19: FALSE (7.0) | | | | | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.486407: TRUE (10.0) | | | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.2: FALSE (11.0/1.0) | | | | | | | | | | | | | | | | | NODE_COUNT > 23.452355: TRUE (8.0) | | | | | | | | | | | | | | | | LOC_COMMENTS > 12.49904: FALSE (24.0/1.0) | | | | | | | | | | | | | | CONDITION_COUNT > 26.353083: FALSE (7.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 11.77781: TRUE (17.0/1.0) | | | | | | | | | | | PARAMETER_COUNT > 1.731951 | | | | | | | | | | | | PARAMETER_COUNT <= 2.340613: FALSE (17.0/1.0) | | | | | | | | | | | | PARAMETER_COUNT > 2.340613 | | | | | | | | | | | | | CALL_PAIRS <= 4.800062: TRUE (7.0/1.0) | | | | | | | | | | | | | CALL_PAIRS > 4.800062: FALSE (4.0) | | | | | | | | | | ESSENTIAL_DENSITY > 0.15185 | | | | | | | | | | | HALSTEAD_EFFORT <= 11388.28 | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.851327: TRUE (3.0) | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.851327: FALSE (5.0) | | | | | | | | | | | HALSTEAD_EFFORT > 11388.28: TRUE (18.0) | | | | | | | | ESSENTIAL_COMPLEXITY > 1.141119 | | | | | | | | | NUM_UNIQUE_OPERANDS <= 11.565069 | | | | | | | | | | DECISION_COUNT <= 7.068482 | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= -0.023093: TRUE (6.0/1.0) | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > -0.023093 | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 3.661241 | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 6.655997: TRUE (5.0) | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 6.655997 | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.616725 | | | | | | | | | | | | | | | CALL_PAIRS <= 1.152597: TRUE (5.0) | | | | | | | | | | | | | | | CALL_PAIRS > 1.152597: FALSE (2.0) | | | | | | | | | | | | | | PARAMETER_COUNT > 0.616725: FALSE (13.0) | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 3.661241 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 10.45168: FALSE (26.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 10.45168: TRUE (3.0/1.0) | | | | | | | | | | DECISION_COUNT > 7.068482 | | | | | | | | | | | EDGE_COUNT <= 13.506663 | | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 15.68: FALSE (5.0) | | | | | | | | | | | | HALSTEAD_DIFFICULTY > 15.68: TRUE (5.0/1.0) | | | | | | | | | | | EDGE_COUNT > 13.506663: TRUE (10.0) | | | | | | | | | NUM_UNIQUE_OPERANDS > 11.565069 | | | | | | | | | | HALSTEAD_LEVEL <= 0.038512 | | | | | | | | | | | NUM_OPERATORS <= 213.901388 | | | | | | | | | | | | PARAMETER_COUNT <= 1.483002 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 8.427655: FALSE (17.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 8.427655 | | | | | | | | | | | | | | LOC_BLANK <= 14.348342: FALSE (2.0) | | | | | | | | | | | | | | LOC_BLANK > 14.348342: TRUE (2.0) | | | | | | | | | | | | PARAMETER_COUNT > 1.483002 | | | | | | | | | | | | | PERCENT_COMMENTS <= 6.001738: FALSE (2.0) | | | | | | | | | | | | | PERCENT_COMMENTS > 6.001738: TRUE (5.0) | | | | | | | | | | | NUM_OPERATORS > 213.901388: TRUE (4.0) | | | | | | | | | | HALSTEAD_LEVEL > 0.038512 | | | | | | | | | | | DECISION_DENSITY <= 0.471305: TRUE (3.0/1.0) | | | | | | | | | | | DECISION_DENSITY > 0.471305: FALSE (56.0/2.0) | | | | | | | CYCLOMATIC_COMPLEXITY > 8.996755 | | | | | | | | LOC_CODE_AND_COMMENT <= 8.991581 | | | | | | | | | DECISION_COUNT <= 15.876105 | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 21.823558 | | | | | | | | | | | NUM_OPERANDS <= 115.486767: TRUE (76.0) | | | | | | | | | | | NUM_OPERANDS > 115.486767 | | | | | | | | | | | | LOC_COMMENTS <= 10.212544: TRUE (9.0) | | | | | | | | | | | | LOC_COMMENTS > 10.212544: FALSE (3.0) | | | | | | | | | | NUM_UNIQUE_OPERATORS > 21.823558 | | | | | | | | | | | LOC_BLANK <= 20.609671: TRUE (9.0/1.0) | | | | | | | | | | | LOC_BLANK > 20.609671: FALSE (7.0) | | | | | | | | | DECISION_COUNT > 15.876105: FALSE (8.0/1.0) | | | | | | | | LOC_CODE_AND_COMMENT > 8.991581 | | | | | | | | | MODIFIED_CONDITION_COUNT <= 6.668128 | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 22.79139: FALSE (19.0) | | | | | | | | | | NUM_UNIQUE_OPERATORS > 22.79139 | | | | | | | | | | | LOC_COMMENTS <= 8: FALSE (3.0) | | | | | | | | | | | LOC_COMMENTS > 8: TRUE (2.0) | | | | | | | | | MODIFIED_CONDITION_COUNT > 6.668128: TRUE (11.0/1.0) | | | | | | ESSENTIAL_COMPLEXITY > 4.080283 | | | | | | | DECISION_DENSITY <= 1.994048 | | | | | | | | LOC_CODE_AND_COMMENT <= 9.020257 | | | | | | | | | NUM_OPERANDS <= 119.241643: TRUE (116.0/2.0) | | | | | | | | | NUM_OPERANDS > 119.241643 | | | | | | | | | | LOC_COMMENTS <= 14.039252 | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 13.819893: TRUE (19.0) | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > 13.819893: FALSE (2.0) | | | | | | | | | | LOC_COMMENTS > 14.039252: FALSE (5.0/1.0) | | | | | | | | LOC_CODE_AND_COMMENT > 9.020257 | | | | | | | | | DESIGN_COMPLEXITY <= 4.02736: FALSE (8.0/1.0) | | | | | | | | | DESIGN_COMPLEXITY > 4.02736: TRUE (13.0/1.0) | | | | | | | DECISION_DENSITY > 1.994048 | | | | | | | | HALSTEAD_LEVEL <= 0.206117 | | | | | | | | | HALSTEAD_ERROR_EST <= 0.054039: TRUE (6.0) | | | | | | | | | HALSTEAD_ERROR_EST > 0.054039 | | | | | | | | | | NUM_OPERANDS <= 3.324437: TRUE (8.0/1.0) | | | | | | | | | | NUM_OPERANDS > 3.324437 | | | | | | | | | | | DESIGN_COMPLEXITY <= 6.113648 | | | | | | | | | | | | NODE_COUNT <= 41.471395 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 10.45168 | | | | | | | | | | | | | | CALL_PAIRS <= 1.476331 | | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 6.115704: FALSE (12.0/1.0) | | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 6.115704 | | | | | | | | | | | | | | | | LOC_BLANK <= 8.057316: TRUE (4.0) | | | | | | | | | | | | | | | | LOC_BLANK > 8.057316: FALSE (4.0/1.0) | | | | | | | | | | | | | | CALL_PAIRS > 1.476331: FALSE (28.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 10.45168 | | | | | | | | | | | | | | LOC_EXECUTABLE <= 39.708529: TRUE (5.0) | | | | | | | | | | | | | | LOC_EXECUTABLE > 39.708529: FALSE (3.0) | | | | | | | | | | | | NODE_COUNT > 41.471395: TRUE (4.0) | | | | | | | | | | | DESIGN_COMPLEXITY > 6.113648: FALSE (12.0) | | | | | | | | HALSTEAD_LEVEL > 0.206117: TRUE (11.0) | | | | | MULTIPLE_CONDITION_COUNT > 22.177564 | | | | | | CYCLOMATIC_DENSITY <= 0.204759 | | | | | | | NUM_UNIQUE_OPERANDS <= 29.498605: TRUE (4.0) | | | | | | | NUM_UNIQUE_OPERANDS > 29.498605 | | | | | | | | LOC_CODE_AND_COMMENT <= 45: FALSE (11.0) | | | | | | | | LOC_CODE_AND_COMMENT > 45: TRUE (2.0) | | | | | | CYCLOMATIC_DENSITY > 0.204759: FALSE (21.0) Number of Leaves : 104 Size of the tree : 207 J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= 0 | LOC_CODE_AND_COMMENT <= -0.00064: TRUE (502.0/246.0) | LOC_CODE_AND_COMMENT > -0.00064: FALSE (893.0/4.0) LOC_CODE_AND_COMMENT > 0 | LOC_COMMENTS <= 34 | | LOC_CODE_AND_COMMENT <= 13.627772 | | | NUM_UNIQUE_OPERATORS <= 19.962641 | | | | HALSTEAD_LENGTH <= 245 | | | | | NODE_COUNT <= -13.967002 | | | | | | DECISION_DENSITY <= 1.157692 | | | | | | | PARAMETER_COUNT <= 1.543002 | | | | | | | | DESIGN_COMPLEXITY <= 1.095144: FALSE (6.0) | | | | | | | | DESIGN_COMPLEXITY > 1.095144 | | | | | | | | | DECISION_DENSITY <= 0.964426 | | | | | | | | | | DESIGN_DENSITY <= 1.317807: TRUE (9.0) | | | | | | | | | | DESIGN_DENSITY > 1.317807: FALSE (2.0) | | | | | | | | | DECISION_DENSITY > 0.964426 | | | | | | | | | | CONDITION_COUNT <= -7.740099: TRUE (2.0) | | | | | | | | | | CONDITION_COUNT > -7.740099: FALSE (6.0) | | | | | | | PARAMETER_COUNT > 1.543002: TRUE (7.0) | | | | | | DECISION_DENSITY > 1.157692: TRUE (20.0/1.0) | | | | | NODE_COUNT > -13.967002 | | | | | | HALSTEAD_EFFORT <= 118629.489927 | | | | | | | DECISION_COUNT <= -0.90035: TRUE (170.0/77.0) | | | | | | | DECISION_COUNT > -0.90035 | | | | | | | | DECISION_COUNT <= 0.020894 | | | | | | | | | BRANCH_COUNT <= 1.661444 | | | | | | | | | | DESIGN_COMPLEXITY <= 1.665976 | | | | | | | | | | | PARAMETER_COUNT <= 0.770965 | | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.687933: FALSE (2.0) | | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.687933 | | | | | | | | | | | | | EDGE_COUNT <= 6.324619 | | | | | | | | | | | | | | EDGE_COUNT <= 1.461637 | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 6.461774: TRUE (6.0) | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 6.461774: FALSE (5.0/1.0) | | | | | | | | | | | | | | EDGE_COUNT > 1.461637 | | | | | | | | | | | | | | | LOC_COMMENTS <= 1.424463: FALSE (7.0) | | | | | | | | | | | | | | | LOC_COMMENTS > 1.424463 | | | | | | | | | | | | | | | | LOC_EXECUTABLE <= 6.412494: TRUE (3.0) | | | | | | | | | | | | | | | | LOC_EXECUTABLE > 6.412494: FALSE (5.0) | | | | | | | | | | | | | EDGE_COUNT > 6.324619: TRUE (5.0) | | | | | | | | | | | PARAMETER_COUNT > 0.770965 | | | | | | | | | | | | EDGE_COUNT <= 2.450742 | | | | | | | | | | | | | PARAMETER_COUNT <= 1.498961 | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 5.475962: FALSE (3.0) | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 5.475962: TRUE (5.0/1.0) | | | | | | | | | | | | | PARAMETER_COUNT > 1.498961: FALSE (3.0) | | | | | | | | | | | | EDGE_COUNT > 2.450742: FALSE (17.0) | | | | | | | | | | DESIGN_COMPLEXITY > 1.665976: TRUE (5.0/1.0) | | | | | | | | | BRANCH_COUNT > 1.661444 | | | | | | | | | | HALSTEAD_PROG_TIME <= 5129.68: FALSE (55.0/2.0) | | | | | | | | | | HALSTEAD_PROG_TIME > 5129.68: TRUE (4.0/1.0) | | | | | | | | DECISION_COUNT > 0.020894 | | | | | | | | | LOC_BLANK <= 21.537703: FALSE (596.0/263.0) | | | | | | | | | LOC_BLANK > 21.537703 | | | | | | | | | | PERCENT_COMMENTS <= 34.38 | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 8.870507: FALSE (8.0) | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 8.870507 | | | | | | | | | | | | PARAMETER_COUNT <= 0.519674: FALSE (5.0/1.0) | | | | | | | | | | | | PARAMETER_COUNT > 0.519674: TRUE (8.0) | | | | | | | | | | PERCENT_COMMENTS > 34.38: FALSE (29.0) | | | | | | HALSTEAD_EFFORT > 118629.489927 | | | | | | | CONDITION_COUNT <= 25.27807 | | | | | | | | LOC_TOTAL <= -1.865287 | | | | | | | | | HALSTEAD_CONTENT <= 64.06: TRUE (3.0) | | | | | | | | | HALSTEAD_CONTENT > 64.06: FALSE (3.0) | | | | | | | | LOC_TOTAL > -1.865287: TRUE (20.0) | | | | | | | CONDITION_COUNT > 25.27807: FALSE (2.0) | | | | HALSTEAD_LENGTH > 245 | | | | | DESIGN_DENSITY <= 0.302551 | | | | | | MULTIPLE_CONDITION_COUNT <= 11.08754: FALSE (11.0) | | | | | | MULTIPLE_CONDITION_COUNT > 11.08754 | | | | | | | CYCLOMATIC_DENSITY <= 0.224711: TRUE (4.0) | | | | | | | CYCLOMATIC_DENSITY > 0.224711: FALSE (3.0) | | | | | DESIGN_DENSITY > 0.302551 | | | | | | DESIGN_COMPLEXITY <= 6.733661 | | | | | | | CONDITION_COUNT <= 11.702427 | | | | | | | | DESIGN_COMPLEXITY <= 4.882257 | | | | | | | | | NODE_COUNT <= 8.403584 | | | | | | | | | | HALSTEAD_VOLUME <= -780.210488: TRUE (5.0) | | | | | | | | | | HALSTEAD_VOLUME > -780.210488 | | | | | | | | | | | NUM_OPERATORS <= -7.488843: TRUE (4.0/1.0) | | | | | | | | | | | NUM_OPERATORS > -7.488843: FALSE (17.0) | | | | | | | | | NODE_COUNT > 8.403584 | | | | | | | | | | HALSTEAD_VOLUME <= -329.297845 | | | | | | | | | | | ESSENTIAL_DENSITY <= 0.192694: FALSE (9.0) | | | | | | | | | | | ESSENTIAL_DENSITY > 0.192694: TRUE (4.0) | | | | | | | | | | HALSTEAD_VOLUME > -329.297845 | | | | | | | | | | | DECISION_DENSITY <= 0.556119: TRUE (13.0) | | | | | | | | | | | DECISION_DENSITY > 0.556119 | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 12.32512: TRUE (32.0/9.0) | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 12.32512: FALSE (3.0) | | | | | | | | DESIGN_COMPLEXITY > 4.882257: FALSE (11.0/1.0) | | | | | | | CONDITION_COUNT > 11.702427 | | | | | | | | PARAMETER_COUNT <= 2.501064 | | | | | | | | | LOC_EXECUTABLE <= 40.6507: TRUE (32.0) | | | | | | | | | LOC_EXECUTABLE > 40.6507 | | | | | | | | | | MODIFIED_CONDITION_COUNT <= 4.997543 | | | | | | | | | | | NUM_OPERANDS <= 90.128723: TRUE (6.0/1.0) | | | | | | | | | | | NUM_OPERANDS > 90.128723: FALSE (5.0) | | | | | | | | | | MODIFIED_CONDITION_COUNT > 4.997543: TRUE (8.0) | | | | | | | | PARAMETER_COUNT > 2.501064: FALSE (7.0/1.0) | | | | | | DESIGN_COMPLEXITY > 6.733661 | | | | | | | EDGE_COUNT <= 52.488016: TRUE (27.0) | | | | | | | EDGE_COUNT > 52.488016: FALSE (4.0/1.0) | | | NUM_UNIQUE_OPERATORS > 19.962641 | | | | HALSTEAD_LEVEL <= 0.073759 | | | | | EDGE_COUNT <= -5.169733 | | | | | | DECISION_COUNT <= 0.95163: FALSE (2.0) | | | | | | DECISION_COUNT > 0.95163: TRUE (9.0) | | | | | EDGE_COUNT > -5.169733 | | | | | | DECISION_DENSITY <= 0.362232: FALSE (42.0) | | | | | | DECISION_DENSITY > 0.362232 | | | | | | | CYCLOMATIC_DENSITY <= 0.214675 | | | | | | | | HALSTEAD_DIFFICULTY <= 17.78: TRUE (4.0) | | | | | | | | HALSTEAD_DIFFICULTY > 17.78 | | | | | | | | | LOC_CODE_AND_COMMENT <= 2.498689: FALSE (11.0) | | | | | | | | | LOC_CODE_AND_COMMENT > 2.498689 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 6.485633 | | | | | | | | | | | DECISION_COUNT <= 4.973876: FALSE (6.0) | | | | | | | | | | | DECISION_COUNT > 4.973876 | | | | | | | | | | | | LOC_COMMENTS <= 22 | | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.034027 | | | | | | | | | | | | | | CALL_PAIRS <= 3.490368 | | | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 2.457886: TRUE (2.0) | | | | | | | | | | | | | | | DESIGN_COMPLEXITY > 2.457886: FALSE (4.0) | | | | | | | | | | | | | | CALL_PAIRS > 3.490368: TRUE (9.0) | | | | | | | | | | | | | HALSTEAD_LEVEL > 0.034027: FALSE (3.0/1.0) | | | | | | | | | | | | LOC_COMMENTS > 22: FALSE (4.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 6.485633: FALSE (5.0) | | | | | | | CYCLOMATIC_DENSITY > 0.214675 | | | | | | | | NUM_UNIQUE_OPERANDS <= 1.112111: TRUE (3.0/1.0) | | | | | | | | NUM_UNIQUE_OPERANDS > 1.112111: FALSE (39.0) | | | | HALSTEAD_LEVEL > 0.073759 | | | | | DESIGN_COMPLEXITY <= 6.191334 | | | | | | HALSTEAD_LENGTH <= 16.109211 | | | | | | | LOC_COMMENTS <= 5.217789 | | | | | | | | LOC_BLANK <= 15.928337: TRUE (5.0) | | | | | | | | LOC_BLANK > 15.928337: FALSE (2.0) | | | | | | | LOC_COMMENTS > 5.217789: FALSE (7.0) | | | | | | HALSTEAD_LENGTH > 16.109211 | | | | | | | DESIGN_COMPLEXITY <= 0.194562 | | | | | | | | NUM_UNIQUE_OPERATORS <= 21.38939: FALSE (5.0) | | | | | | | | NUM_UNIQUE_OPERATORS > 21.38939: TRUE (8.0/1.0) | | | | | | | DESIGN_COMPLEXITY > 0.194562: TRUE (18.0) | | | | | DESIGN_COMPLEXITY > 6.191334 | | | | | | DECISION_DENSITY <= -0.003546: TRUE (2.0) | | | | | | DECISION_DENSITY > -0.003546: FALSE (14.0/1.0) | | LOC_CODE_AND_COMMENT > 13.627772 | | | DESIGN_COMPLEXITY <= 11 | | | | MULTIPLE_CONDITION_COUNT <= 0.999931 | | | | | ESSENTIAL_COMPLEXITY <= 4.077626: TRUE (4.0/1.0) | | | | | ESSENTIAL_COMPLEXITY > 4.077626: FALSE (5.0) | | | | MULTIPLE_CONDITION_COUNT > 0.999931 | | | | | PARAMETER_COUNT <= 1.951464: TRUE (38.0/1.0) | | | | | PARAMETER_COUNT > 1.951464 | | | | | | DECISION_DENSITY <= 1.603781: TRUE (2.0) | | | | | | DECISION_DENSITY > 1.603781 | | | | | | | MAINTENANCE_SEVERITY <= 0.11: TRUE (2.0) | | | | | | | MAINTENANCE_SEVERITY > 0.11: FALSE (4.0) | | | DESIGN_COMPLEXITY > 11: FALSE (4.0) | LOC_COMMENTS > 34: FALSE (32.0/1.0) Number of Leaves : 82 Size of the tree : 163 J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= 0: FALSE (1372.0/234.0) LOC_CODE_AND_COMMENT > 0 | ESSENTIAL_COMPLEXITY <= 12.504138 | | NUM_UNIQUE_OPERATORS <= 23.786334 | | | HALSTEAD_ERROR_EST <= 0.443098 | | | | LOC_COMMENTS <= 11.914641 | | | | | DECISION_DENSITY <= 0.371981 | | | | | | DECISION_COUNT <= 5.253705 | | | | | | | HALSTEAD_LEVEL <= 0.078691 | | | | | | | | NUM_OPERATORS <= 16.939759 | | | | | | | | | NUM_OPERATORS <= -3.038185 | | | | | | | | | | PARAMETER_COUNT <= 2.820997: FALSE (11.0/1.0) | | | | | | | | | | PARAMETER_COUNT > 2.820997: TRUE (2.0) | | | | | | | | | NUM_OPERATORS > -3.038185: TRUE (4.0) | | | | | | | | NUM_OPERATORS > 16.939759: FALSE (60.0/3.0) | | | | | | | HALSTEAD_LEVEL > 0.078691 | | | | | | | | DESIGN_DENSITY <= 0.521183 | | | | | | | | | NUM_OPERATORS <= 23.445879: FALSE (8.0/1.0) | | | | | | | | | NUM_OPERATORS > 23.445879: TRUE (20.0/3.0) | | | | | | | | DESIGN_DENSITY > 0.521183 | | | | | | | | | DESIGN_DENSITY <= 0.704728: FALSE (17.0) | | | | | | | | | DESIGN_DENSITY > 0.704728 | | | | | | | | | | HALSTEAD_VOLUME <= 1853.055531 | | | | | | | | | | | LOC_BLANK <= 14.158105 | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.144271 | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 3.329148 | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 2.800007 | | | | | | | | | | | | | | | EDGE_COUNT <= 6 | | | | | | | | | | | | | | | | NODE_COUNT <= 3.413725 | | | | | | | | | | | | | | | | | PARAMETER_COUNT <= 1.499694 | | | | | | | | | | | | | | | | | | LOC_COMMENTS <= 1.498622 | | | | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.4893 | | | | | | | | | | | | | | | | | | | | CALL_PAIRS <= 0.496409: TRUE (7.0/1.0) | | | | | | | | | | | | | | | | | | | | CALL_PAIRS > 0.496409 | | | | | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.184964: TRUE (3.0/1.0) | | | | | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.184964: FALSE (2.0) | | | | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.4893: FALSE (2.0) | | | | | | | | | | | | | | | | | | LOC_COMMENTS > 1.498622: TRUE (4.0) | | | | | | | | | | | | | | | | | PARAMETER_COUNT > 1.499694: FALSE (2.0) | | | | | | | | | | | | | | | | NODE_COUNT > 3.413725: FALSE (12.0/1.0) | | | | | | | | | | | | | | | EDGE_COUNT > 6: TRUE (5.0) | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 2.800007: FALSE (7.0) | | | | | | | | | | | | | DESIGN_COMPLEXITY > 3.329148: TRUE (5.0) | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.144271 | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= -0.346487: TRUE (2.0) | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > -0.346487: FALSE (16.0) | | | | | | | | | | | LOC_BLANK > 14.158105: FALSE (13.0) | | | | | | | | | | HALSTEAD_VOLUME > 1853.055531: TRUE (5.0) | | | | | | DECISION_COUNT > 5.253705 | | | | | | | HALSTEAD_LEVEL <= 0.293174 | | | | | | | | NODE_COUNT <= -13.176249: FALSE (5.0) | | | | | | | | NODE_COUNT > -13.176249 | | | | | | | | | PERCENT_COMMENTS <= -8.078102: TRUE (9.0) | | | | | | | | | PERCENT_COMMENTS > -8.078102 | | | | | | | | | | PARAMETER_COUNT <= -0.316647: FALSE (5.0) | | | | | | | | | | PARAMETER_COUNT > -0.316647 | | | | | | | | | | | HALSTEAD_EFFORT <= 26902.579676 | | | | | | | | | | | | LOC_BLANK <= 1.447061: FALSE (6.0) | | | | | | | | | | | | LOC_BLANK > 1.447061 | | | | | | | | | | | | | LOC_TOTAL <= 8.40701 | | | | | | | | | | | | | | HALSTEAD_PROG_TIME <= 3162.01: FALSE (7.0) | | | | | | | | | | | | | | HALSTEAD_PROG_TIME > 3162.01: TRUE (2.0) | | | | | | | | | | | | | LOC_TOTAL > 8.40701: TRUE (11.0/1.0) | | | | | | | | | | | HALSTEAD_EFFORT > 26902.579676 | | | | | | | | | | | | CONDITION_COUNT <= -10.962243: FALSE (3.0/1.0) | | | | | | | | | | | | CONDITION_COUNT > -10.962243: TRUE (16.0) | | | | | | | HALSTEAD_LEVEL > 0.293174: FALSE (7.0) | | | | | DECISION_DENSITY > 0.371981 | | | | | | LOC_CODE_AND_COMMENT <= 8.683058 | | | | | | | HALSTEAD_LENGTH <= -59.125401 | | | | | | | | NUM_OPERANDS <= 143.206436 | | | | | | | | | PARAMETER_COUNT <= 0.587648: TRUE (14.0) | | | | | | | | | PARAMETER_COUNT > 0.587648 | | | | | | | | | | HALSTEAD_DIFFICULTY <= 12.67: TRUE (14.0/1.0) | | | | | | | | | | HALSTEAD_DIFFICULTY > 12.67 | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 4.966808: FALSE (7.0) | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 4.966808: TRUE (6.0/1.0) | | | | | | | | NUM_OPERANDS > 143.206436: FALSE (4.0) | | | | | | | HALSTEAD_LENGTH > -59.125401 | | | | | | | | CYCLOMATIC_DENSITY <= 0.162271: TRUE (153.0/68.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.162271: FALSE (320.0/123.0) | | | | | | LOC_CODE_AND_COMMENT > 8.683058 | | | | | | | HALSTEAD_CONTENT <= -58.531879: FALSE (8.0/1.0) | | | | | | | HALSTEAD_CONTENT > -58.531879 | | | | | | | | DECISION_DENSITY <= 1.795218 | | | | | | | | | CONDITION_COUNT <= -4.145025: TRUE (8.0) | | | | | | | | | CONDITION_COUNT > -4.145025 | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.611618 | | | | | | | | | | | HALSTEAD_PROG_TIME <= 2104.657672 | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 7.109999: FALSE (6.0/1.0) | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > 7.109999: TRUE (7.0/1.0) | | | | | | | | | | | HALSTEAD_PROG_TIME > 2104.657672: FALSE (13.0) | | | | | | | | | | CYCLOMATIC_DENSITY > 0.611618: TRUE (6.0) | | | | | | | | DECISION_DENSITY > 1.795218 | | | | | | | | | DESIGN_COMPLEXITY <= 6.812646 | | | | | | | | | | HALSTEAD_VOLUME <= -871.885005: FALSE (3.0/1.0) | | | | | | | | | | HALSTEAD_VOLUME > -871.885005: TRUE (40.0/1.0) | | | | | | | | | DESIGN_COMPLEXITY > 6.812646 | | | | | | | | | | LOC_CODE_AND_COMMENT <= 11.626144: FALSE (3.0) | | | | | | | | | | LOC_CODE_AND_COMMENT > 11.626144: TRUE (2.0) | | | | LOC_COMMENTS > 11.914641 | | | | | NUMBER_OF_LINES <= 37.812654 | | | | | | DECISION_DENSITY <= 1.96339 | | | | | | | PERCENT_COMMENTS <= 50.717735 | | | | | | | | NUM_UNIQUE_OPERANDS <= -9.552005: FALSE (5.0) | | | | | | | | NUM_UNIQUE_OPERANDS > -9.552005: TRUE (58.0/19.0) | | | | | | | PERCENT_COMMENTS > 50.717735: FALSE (6.0) | | | | | | DECISION_DENSITY > 1.96339: FALSE (10.0) | | | | | NUMBER_OF_LINES > 37.812654 | | | | | | NUM_UNIQUE_OPERANDS <= 37.651949 | | | | | | | HALSTEAD_LENGTH <= -88.674683 | | | | | | | | HALSTEAD_ERROR_EST <= 0.262097: TRUE (5.0) | | | | | | | | HALSTEAD_ERROR_EST > 0.262097: FALSE (4.0/1.0) | | | | | | | HALSTEAD_LENGTH > -88.674683 | | | | | | | | HALSTEAD_PROG_TIME <= -470.223712 | | | | | | | | | LOC_COMMENTS <= 16.842565: FALSE (11.0/1.0) | | | | | | | | | LOC_COMMENTS > 16.842565: TRUE (7.0/1.0) | | | | | | | | HALSTEAD_PROG_TIME > -470.223712 | | | | | | | | | LOC_COMMENTS <= 14.969227 | | | | | | | | | | CALL_PAIRS <= 8.261988 | | | | | | | | | | | MODIFIED_CONDITION_COUNT <= 3.49635: FALSE (22.0) | | | | | | | | | | | MODIFIED_CONDITION_COUNT > 3.49635 | | | | | | | | | | | | DESIGN_COMPLEXITY <= 4.495629 | | | | | | | | | | | | | NUM_OPERANDS <= 73.119804: TRUE (6.0/1.0) | | | | | | | | | | | | | NUM_OPERANDS > 73.119804: FALSE (3.0) | | | | | | | | | | | | DESIGN_COMPLEXITY > 4.495629: FALSE (6.0) | | | | | | | | | | CALL_PAIRS > 8.261988: TRUE (2.0) | | | | | | | | | LOC_COMMENTS > 14.969227 | | | | | | | | | | DECISION_COUNT <= 13.607026: FALSE (74.0) | | | | | | | | | | DECISION_COUNT > 13.607026 | | | | | | | | | | | LOC_EXECUTABLE <= 24: TRUE (2.0) | | | | | | | | | | | LOC_EXECUTABLE > 24: FALSE (9.0) | | | | | | NUM_UNIQUE_OPERANDS > 37.651949 | | | | | | | CYCLOMATIC_COMPLEXITY <= 2.568271: FALSE (4.0) | | | | | | | CYCLOMATIC_COMPLEXITY > 2.568271: TRUE (7.0) | | | HALSTEAD_ERROR_EST > 0.443098 | | | | EDGE_COUNT <= 21.518595: TRUE (126.0/39.0) | | | | EDGE_COUNT > 21.518595 | | | | | LOC_CODE_AND_COMMENT <= 7.045742 | | | | | | DECISION_DENSITY <= -0.020514 | | | | | | | NODE_COUNT <= 3.500084: FALSE (3.0) | | | | | | | NODE_COUNT > 3.500084: TRUE (12.0) | | | | | | DECISION_DENSITY > -0.020514 | | | | | | | EDGE_COUNT <= 56.458901 | | | | | | | | HALSTEAD_ERROR_EST <= 1.00043 | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 3.039435 | | | | | | | | | | LOC_BLANK <= 14.739807 | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 28.674762 | | | | | | | | | | | | HALSTEAD_EFFORT <= 56334.14 | | | | | | | | | | | | | DESIGN_COMPLEXITY <= -1.837753: TRUE (3.0) | | | | | | | | | | | | | DESIGN_COMPLEXITY > -1.837753: FALSE (9.0/1.0) | | | | | | | | | | | | HALSTEAD_EFFORT > 56334.14: TRUE (5.0) | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 28.674762: FALSE (7.0) | | | | | | | | | | LOC_BLANK > 14.739807: TRUE (6.0) | | | | | | | | | CYCLOMATIC_COMPLEXITY > 3.039435: FALSE (38.0/6.0) | | | | | | | | HALSTEAD_ERROR_EST > 1.00043: TRUE (5.0) | | | | | | | EDGE_COUNT > 56.458901: FALSE (16.0) | | | | | LOC_CODE_AND_COMMENT > 7.045742 | | | | | | PERCENT_COMMENTS <= 4.939614: FALSE (7.0) | | | | | | PERCENT_COMMENTS > 4.939614 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.520015: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.520015 | | | | | | | | PARAMETER_COUNT <= 1.325511 | | | | | | | | | CALL_PAIRS <= 5.189257: TRUE (26.0) | | | | | | | | | CALL_PAIRS > 5.189257 | | | | | | | | | | CALL_PAIRS <= 6.087827: FALSE (4.0/1.0) | | | | | | | | | | CALL_PAIRS > 6.087827: TRUE (4.0) | | | | | | | | PARAMETER_COUNT > 1.325511 | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 11.257311 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 0.065093: TRUE (2.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 0.065093: FALSE (7.0) | | | | | | | | | MULTIPLE_CONDITION_COUNT > 11.257311: TRUE (6.0) | | NUM_UNIQUE_OPERATORS > 23.786334 | | | NUM_UNIQUE_OPERANDS <= -1.300379 | | | | DESIGN_DENSITY <= 0.916392: TRUE (7.0) | | | | DESIGN_DENSITY > 0.916392: FALSE (2.0) | | | NUM_UNIQUE_OPERANDS > -1.300379 | | | | DECISION_DENSITY <= 0.709331: FALSE (33.0/1.0) | | | | DECISION_DENSITY > 0.709331 | | | | | CYCLOMATIC_DENSITY <= 0.726962 | | | | | | ESSENTIAL_COMPLEXITY <= 5.786714 | | | | | | | LOC_BLANK <= 27.403902 | | | | | | | | ESSENTIAL_DENSITY <= 0.190754 | | | | | | | | | ESSENTIAL_DENSITY <= 0.101676 | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.15 | | | | | | | | | | | ESSENTIAL_DENSITY <= -0.055692: TRUE (2.0) | | | | | | | | | | | ESSENTIAL_DENSITY > -0.055692 | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.034727 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 5.494287: FALSE (4.0/1.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 5.494287: TRUE (5.0) | | | | | | | | | | | | HALSTEAD_LEVEL > 0.034727: FALSE (3.0) | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.15: FALSE (6.0) | | | | | | | | | ESSENTIAL_DENSITY > 0.101676: TRUE (2.0) | | | | | | | | ESSENTIAL_DENSITY > 0.190754: FALSE (5.0) | | | | | | | LOC_BLANK > 27.403902: FALSE (9.0) | | | | | | ESSENTIAL_COMPLEXITY > 5.786714: FALSE (14.0) | | | | | CYCLOMATIC_DENSITY > 0.726962: TRUE (3.0) | ESSENTIAL_COMPLEXITY > 12.504138: FALSE (27.0/1.0) Number of Leaves : 100 Size of the tree : 199 J48 pruned tree ------------------ DECISION_DENSITY <= 0.001323 | DECISION_DENSITY <= -0.044295 | | HALSTEAD_LEVEL <= 0.214859 | | | HALSTEAD_VOLUME <= 326.98 | | | | LOC_TOTAL <= 38.894685 | | | | | PERCENT_COMMENTS <= 0.868645: FALSE (9.0) | | | | | PERCENT_COMMENTS > 0.868645 | | | | | | HALSTEAD_LEVEL <= -0.054502: TRUE (5.0) | | | | | | HALSTEAD_LEVEL > -0.054502 | | | | | | | DECISION_COUNT <= -8.485695: TRUE (4.0) | | | | | | | DECISION_COUNT > -8.485695 | | | | | | | | HALSTEAD_LEVEL <= 0.05017: FALSE (9.0) | | | | | | | | HALSTEAD_LEVEL > 0.05017 | | | | | | | | | LOC_TOTAL <= 3.510434 | | | | | | | | | | HALSTEAD_VOLUME <= 22.46: TRUE (10.0/1.0) | | | | | | | | | | HALSTEAD_VOLUME > 22.46: FALSE (2.0) | | | | | | | | | LOC_TOTAL > 3.510434 | | | | | | | | | | HALSTEAD_LEVEL <= 0.094708: TRUE (5.0/1.0) | | | | | | | | | | HALSTEAD_LEVEL > 0.094708: FALSE (22.0/2.0) | | | | LOC_TOTAL > 38.894685: FALSE (19.0) | | | HALSTEAD_VOLUME > 326.98 | | | | HALSTEAD_LEVEL <= 0.100237 | | | | | HALSTEAD_ERROR_EST <= 0.915347 | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.557831 | | | | | | | HALSTEAD_CONTENT <= 148.979567 | | | | | | | | NUM_UNIQUE_OPERANDS <= 8.4935 | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.344521 | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 7.197557 | | | | | | | | | | | BRANCH_COUNT <= 2.806942 | | | | | | | | | | | | DECISION_DENSITY <= -0.527708: FALSE (4.0) | | | | | | | | | | | | DECISION_DENSITY > -0.527708: TRUE (3.0/1.0) | | | | | | | | | | | BRANCH_COUNT > 2.806942: TRUE (6.0) | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 7.197557: FALSE (4.0) | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.344521: TRUE (8.0) | | | | | | | | NUM_UNIQUE_OPERANDS > 8.4935 | | | | | | | | | DESIGN_DENSITY <= 0.45843 | | | | | | | | | | CALL_PAIRS <= 3.380448: TRUE (4.0) | | | | | | | | | | CALL_PAIRS > 3.380448: FALSE (2.0) | | | | | | | | | DESIGN_DENSITY > 0.45843: TRUE (28.0) | | | | | | | HALSTEAD_CONTENT > 148.979567: FALSE (4.0) | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.557831: FALSE (5.0) | | | | | HALSTEAD_ERROR_EST > 0.915347: FALSE (5.0) | | | | HALSTEAD_LEVEL > 0.100237 | | | | | NUMBER_OF_LINES <= 75.545087 | | | | | | NUM_UNIQUE_OPERATORS <= 19.195338 | | | | | | | LOC_BLANK <= -3.517153: FALSE (4.0) | | | | | | | LOC_BLANK > -3.517153 | | | | | | | | HALSTEAD_DIFFICULTY <= 39.383883 | | | | | | | | | PARAMETER_COUNT <= 1.577763 | | | | | | | | | | HALSTEAD_EFFORT <= 68581.08002 | | | | | | | | | | | LOC_COMMENTS <= 6.173539: TRUE (4.0/1.0) | | | | | | | | | | | LOC_COMMENTS > 6.173539: FALSE (5.0) | | | | | | | | | | HALSTEAD_EFFORT > 68581.08002: TRUE (5.0) | | | | | | | | | PARAMETER_COUNT > 1.577763: TRUE (11.0) | | | | | | | | HALSTEAD_DIFFICULTY > 39.383883: FALSE (3.0) | | | | | | NUM_UNIQUE_OPERATORS > 19.195338: FALSE (7.0) | | | | | NUMBER_OF_LINES > 75.545087: FALSE (12.0) | | HALSTEAD_LEVEL > 0.214859 | | | HALSTEAD_VOLUME <= -59.283115: TRUE (19.0) | | | HALSTEAD_VOLUME > -59.283115 | | | | LOC_CODE_AND_COMMENT <= -5.922399: FALSE (5.0) | | | | LOC_CODE_AND_COMMENT > -5.922399 | | | | | ESSENTIAL_DENSITY <= 0.197035 | | | | | | NUM_UNIQUE_OPERANDS <= -13.48499: FALSE (2.0) | | | | | | NUM_UNIQUE_OPERANDS > -13.48499: TRUE (20.0/1.0) | | | | | ESSENTIAL_DENSITY > 0.197035 | | | | | | LOC_CODE_AND_COMMENT <= -0.503881: TRUE (3.0/1.0) | | | | | | LOC_CODE_AND_COMMENT > -0.503881: FALSE (8.0) | DECISION_DENSITY > -0.044295 | | LOC_CODE_AND_COMMENT <= 0.597166: FALSE (643.0/1.0) | | LOC_CODE_AND_COMMENT > 0.597166 | | | CYCLOMATIC_COMPLEXITY <= 1.480656 | | | | PARAMETER_COUNT <= 0.498115 | | | | | BRANCH_COUNT <= 2.711435 | | | | | | EDGE_COUNT <= 6.476195 | | | | | | | LOC_BLANK <= 1.486079: FALSE (6.0) | | | | | | | LOC_BLANK > 1.486079 | | | | | | | | CYCLOMATIC_DENSITY <= 0.154683 | | | | | | | | | LOC_EXECUTABLE <= 16.48387: FALSE (11.0/1.0) | | | | | | | | | LOC_EXECUTABLE > 16.48387: TRUE (4.0/1.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.154683: TRUE (8.0/1.0) | | | | | | EDGE_COUNT > 6.476195: TRUE (5.0) | | | | | BRANCH_COUNT > 2.711435: FALSE (2.0) | | | | PARAMETER_COUNT > 0.498115 | | | | | EDGE_COUNT <= 2.48953 | | | | | | PARAMETER_COUNT <= 1.499396 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.491882: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.491882: TRUE (5.0/1.0) | | | | | | PARAMETER_COUNT > 1.499396: FALSE (3.0) | | | | | EDGE_COUNT > 2.48953: FALSE (17.0) | | | CYCLOMATIC_COMPLEXITY > 1.480656: FALSE (92.0/2.0) DECISION_DENSITY > 0.001323 | DECISION_DENSITY <= 1.996756 | | LOC_CODE_AND_COMMENT <= 11.96191 | | | PERCENT_COMMENTS <= -9.80746 | | | | HALSTEAD_DIFFICULTY <= 21.525004 | | | | | CALL_PAIRS <= 2.025333 | | | | | | CONDITION_COUNT <= -16.059945: TRUE (3.0) | | | | | | CONDITION_COUNT > -16.059945 | | | | | | | HALSTEAD_PROG_TIME <= -4786.227348: TRUE (2.0) | | | | | | | HALSTEAD_PROG_TIME > -4786.227348: FALSE (13.0/1.0) | | | | | CALL_PAIRS > 2.025333 | | | | | | LOC_CODE_AND_COMMENT <= 4.454283 | | | | | | | CYCLOMATIC_DENSITY <= 0.126899 | | | | | | | | DECISION_COUNT <= 5.184488: TRUE (4.0) | | | | | | | | DECISION_COUNT > 5.184488: FALSE (4.0/1.0) | | | | | | | CYCLOMATIC_DENSITY > 0.126899: TRUE (19.0) | | | | | | LOC_CODE_AND_COMMENT > 4.454283 | | | | | | | LOC_TOTAL <= -2.931771: TRUE (4.0) | | | | | | | LOC_TOTAL > -2.931771: FALSE (6.0) | | | | HALSTEAD_DIFFICULTY > 21.525004 | | | | | HALSTEAD_LENGTH <= 11 | | | | | | CONDITION_COUNT <= 6.302704: TRUE (3.0) | | | | | | CONDITION_COUNT > 6.302704: FALSE (3.0) | | | | | HALSTEAD_LENGTH > 11: TRUE (27.0) | | | PERCENT_COMMENTS > -9.80746: TRUE (799.0/383.0) | | LOC_CODE_AND_COMMENT > 11.96191 | | | HALSTEAD_DIFFICULTY <= -10.058199: TRUE (2.0) | | | HALSTEAD_DIFFICULTY > -10.058199 | | | | LOC_TOTAL <= 72.788388: FALSE (23.0) | | | | LOC_TOTAL > 72.788388: TRUE (2.0) | DECISION_DENSITY > 1.996756 | | LOC_CODE_AND_COMMENT <= 0.14969 | | | LOC_CODE_AND_COMMENT <= -0.04188 | | | | LOC_COMMENTS <= -4.533025: TRUE (17.0/1.0) | | | | LOC_COMMENTS > -4.533025 | | | | | HALSTEAD_EFFORT <= 103330.916711 | | | | | | BRANCH_COUNT <= 8.926785 | | | | | | | DECISION_COUNT <= 10.748807 | | | | | | | | BRANCH_COUNT <= 0.656373 | | | | | | | | | BRANCH_COUNT <= -6.456721: FALSE (6.0) | | | | | | | | | BRANCH_COUNT > -6.456721 | | | | | | | | | | ESSENTIAL_DENSITY <= 0.009945: TRUE (5.0) | | | | | | | | | | ESSENTIAL_DENSITY > 0.009945: FALSE (4.0/1.0) | | | | | | | | BRANCH_COUNT > 0.656373: FALSE (15.0) | | | | | | | DECISION_COUNT > 10.748807 | | | | | | | | CYCLOMATIC_DENSITY <= 0.322078: FALSE (2.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.322078: TRUE (6.0) | | | | | | BRANCH_COUNT > 8.926785 | | | | | | | LOC_COMMENTS <= 0.812172 | | | | | | | | HALSTEAD_LENGTH <= -50.591457: TRUE (2.0) | | | | | | | | HALSTEAD_LENGTH > -50.591457: FALSE (6.0) | | | | | | | LOC_COMMENTS > 0.812172 | | | | | | | | HALSTEAD_LEVEL <= 0.203692: TRUE (24.0/1.0) | | | | | | | | HALSTEAD_LEVEL > 0.203692: FALSE (4.0/1.0) | | | | | HALSTEAD_EFFORT > 103330.916711: FALSE (7.0) | | | LOC_CODE_AND_COMMENT > -0.04188: FALSE (258.0/5.0) | | LOC_CODE_AND_COMMENT > 0.14969 | | | LOC_COMMENTS <= 34 | | | | LOC_CODE_AND_COMMENT <= 12.920959 | | | | | NUM_UNIQUE_OPERATORS <= 19.783204 | | | | | | PERCENT_COMMENTS <= 44.374171 | | | | | | | EDGE_COUNT <= -3.599453 | | | | | | | | CALL_PAIRS <= -0.104884: FALSE (4.0/1.0) | | | | | | | | CALL_PAIRS > -0.104884: TRUE (17.0) | | | | | | | EDGE_COUNT > -3.599453 | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.09504 | | | | | | | | | LOC_TOTAL <= 62 | | | | | | | | | | HALSTEAD_CONTENT <= -8.163721: FALSE (12.0/1.0) | | | | | | | | | | HALSTEAD_CONTENT > -8.163721 | | | | | | | | | | | CALL_PAIRS <= 3.054692 | | | | | | | | | | | | DECISION_DENSITY <= 2.126188 | | | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.600235 | | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 1.483893 | | | | | | | | | | | | | | | NODE_COUNT <= 13.488329 | | | | | | | | | | | | | | | | LOC_BLANK <= 9 | | | | | | | | | | | | | | | | | CALL_PAIRS <= 0.488483: TRUE (3.0) | | | | | | | | | | | | | | | | | CALL_PAIRS > 0.488483 | | | | | | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.074164: FALSE (2.0) | | | | | | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.074164: TRUE (2.0) | | | | | | | | | | | | | | | | LOC_BLANK > 9: FALSE (7.0) | | | | | | | | | | | | | | | NODE_COUNT > 13.488329: TRUE (4.0) | | | | | | | | | | | | | | DESIGN_COMPLEXITY > 1.483893: TRUE (25.0/5.0) | | | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.600235: FALSE (3.0) | | | | | | | | | | | | DECISION_DENSITY > 2.126188: TRUE (18.0/1.0) | | | | | | | | | | | CALL_PAIRS > 3.054692 | | | | | | | | | | | | PERCENT_COMMENTS <= 16.345829: FALSE (10.0) | | | | | | | | | | | | PERCENT_COMMENTS > 16.345829 | | | | | | | | | | | | | LOC_BLANK <= 21.478357 | | | | | | | | | | | | | | NODE_COUNT <= 19.121862 | | | | | | | | | | | | | | | CALL_PAIRS <= 7 | | | | | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.084967 | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 16.8: TRUE (5.0/1.0) | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY > 16.8: FALSE (3.0) | | | | | | | | | | | | | | | | HALSTEAD_LEVEL > 0.084967: FALSE (6.0) | | | | | | | | | | | | | | | CALL_PAIRS > 7: TRUE (2.0) | | | | | | | | | | | | | | NODE_COUNT > 19.121862: TRUE (8.0) | | | | | | | | | | | | | LOC_BLANK > 21.478357: FALSE (7.0) | | | | | | | | | LOC_TOTAL > 62: TRUE (10.0) | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.09504: FALSE (190.0/72.0) | | | | | | PERCENT_COMMENTS > 44.374171 | | | | | | | LOC_COMMENTS <= 5.105488 | | | | | | | | HALSTEAD_CONTENT <= 18.34 | | | | | | | | | PARAMETER_COUNT <= 2.109394: FALSE (8.0/1.0) | | | | | | | | | PARAMETER_COUNT > 2.109394: TRUE (3.0) | | | | | | | | HALSTEAD_CONTENT > 18.34: TRUE (7.0) | | | | | | | LOC_COMMENTS > 5.105488 | | | | | | | | NUM_UNIQUE_OPERANDS <= 24.473636 | | | | | | | | | HALSTEAD_LEVEL <= 0.034958 | | | | | | | | | | BRANCH_COUNT <= 8: TRUE (2.0) | | | | | | | | | | BRANCH_COUNT > 8: FALSE (3.0) | | | | | | | | | HALSTEAD_LEVEL > 0.034958: FALSE (44.0) | | | | | | | | NUM_UNIQUE_OPERANDS > 24.473636: TRUE (3.0) | | | | | NUM_UNIQUE_OPERATORS > 19.783204 | | | | | | LOC_BLANK <= 23.456577 | | | | | | | LOC_CODE_AND_COMMENT <= 4.939017 | | | | | | | | PERCENT_COMMENTS <= 23.08: FALSE (21.0) | | | | | | | | PERCENT_COMMENTS > 23.08 | | | | | | | | | DESIGN_COMPLEXITY <= 8.378158 | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.184579 | | | | | | | | | | | LOC_COMMENTS <= 14: TRUE (3.0) | | | | | | | | | | | LOC_COMMENTS > 14: FALSE (4.0) | | | | | | | | | | CYCLOMATIC_DENSITY > 0.184579: FALSE (10.0) | | | | | | | | | DESIGN_COMPLEXITY > 8.378158: TRUE (2.0) | | | | | | | LOC_CODE_AND_COMMENT > 4.939017 | | | | | | | | NODE_COUNT <= 55.17389 | | | | | | | | | NUM_OPERATORS <= 82.339003: FALSE (8.0) | | | | | | | | | NUM_OPERATORS > 82.339003 | | | | | | | | | | DESIGN_COMPLEXITY <= 6.446016 | | | | | | | | | | | PARAMETER_COUNT <= 0.550296 | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.024898 | | | | | | | | | | | | | LOC_COMMENTS <= 10.488305: FALSE (2.0) | | | | | | | | | | | | | LOC_COMMENTS > 10.488305: TRUE (3.0) | | | | | | | | | | | | HALSTEAD_LEVEL > 0.024898: TRUE (4.0) | | | | | | | | | | | PARAMETER_COUNT > 0.550296 | | | | | | | | | | | | CONDITION_COUNT <= -6.982679: TRUE (2.0) | | | | | | | | | | | | CONDITION_COUNT > -6.982679: FALSE (9.0/1.0) | | | | | | | | | | DESIGN_COMPLEXITY > 6.446016: FALSE (5.0) | | | | | | | | NODE_COUNT > 55.17389: TRUE (4.0) | | | | | | LOC_BLANK > 23.456577: FALSE (22.0) | | | | LOC_CODE_AND_COMMENT > 12.920959 | | | | | HALSTEAD_LEVEL <= 0.018769 | | | | | | LOC_CODE_AND_COMMENT <= 19: FALSE (7.0) | | | | | | LOC_CODE_AND_COMMENT > 19: TRUE (2.0) | | | | | HALSTEAD_LEVEL > 0.018769 | | | | | | EDGE_COUNT <= 65.279629: TRUE (37.0/1.0) | | | | | | EDGE_COUNT > 65.279629: FALSE (2.0) | | | LOC_COMMENTS > 34: FALSE (26.0/1.0) Number of Leaves : 120 Size of the tree : 239 J48 pruned tree ------------------ DECISION_DENSITY <= 0.004943 | DECISION_DENSITY <= -0.013592 | | PARAMETER_COUNT <= 2.056643: TRUE (225.0/98.0) | | PARAMETER_COUNT > 2.056643 | | | MODIFIED_CONDITION_COUNT <= -1.051192: TRUE (5.0) | | | MODIFIED_CONDITION_COUNT > -1.051192 | | | | MODIFIED_CONDITION_COUNT <= 6.74807 | | | | | DESIGN_COMPLEXITY <= 4.037842: FALSE (22.0) | | | | | DESIGN_COMPLEXITY > 4.037842 | | | | | | HALSTEAD_ERROR_EST <= 0.252164: FALSE (5.0) | | | | | | HALSTEAD_ERROR_EST > 0.252164: TRUE (4.0/1.0) | | | | MODIFIED_CONDITION_COUNT > 6.74807: TRUE (2.0) | DECISION_DENSITY > -0.013592 | | LOC_CODE_AND_COMMENT <= 0.498853: FALSE (639.0) | | LOC_CODE_AND_COMMENT > 0.498853 | | | BRANCH_COUNT <= 1.997146 | | | | PARAMETER_COUNT <= 0.496076 | | | | | EDGE_COUNT <= 6.438996 | | | | | | LOC_BLANK <= 1.467255: FALSE (6.0) | | | | | | LOC_BLANK > 1.467255 | | | | | | | CYCLOMATIC_DENSITY <= 0.153833 | | | | | | | | LOC_EXECUTABLE <= 16.431583: FALSE (11.0/1.0) | | | | | | | | LOC_EXECUTABLE > 16.431583: TRUE (4.0/1.0) | | | | | | | CYCLOMATIC_DENSITY > 0.153833: TRUE (8.0/1.0) | | | | | EDGE_COUNT > 6.438996: TRUE (5.0) | | | | PARAMETER_COUNT > 0.496076 | | | | | EDGE_COUNT <= 2.440739 | | | | | | PARAMETER_COUNT <= 1.494918 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.498576: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.498576: TRUE (5.0/1.0) | | | | | | PARAMETER_COUNT > 1.494918: FALSE (3.0) | | | | | EDGE_COUNT > 2.440739: FALSE (17.0) | | | BRANCH_COUNT > 1.997146: FALSE (87.0/1.0) DECISION_DENSITY > 0.004943 | LOC_COMMENTS <= 34 | | DECISION_DENSITY <= 1.996288: TRUE (925.0/443.0) | | DECISION_DENSITY > 1.996288 | | | LOC_CODE_AND_COMMENT <= 5.020677 | | | | HALSTEAD_CONTENT <= 2.826612 | | | | | NUMBER_OF_LINES <= 1.197381 | | | | | | MULTIPLE_CONDITION_COUNT <= 13.172176: FALSE (15.0/1.0) | | | | | | MULTIPLE_CONDITION_COUNT > 13.172176: TRUE (2.0) | | | | | NUMBER_OF_LINES > 1.197381 | | | | | | NUM_UNIQUE_OPERATORS <= 1.698899: FALSE (4.0) | | | | | | NUM_UNIQUE_OPERATORS > 1.698899 | | | | | | | NODE_COUNT <= -7.917785 | | | | | | | | HALSTEAD_LENGTH <= -11.703329: TRUE (4.0/1.0) | | | | | | | | HALSTEAD_LENGTH > -11.703329: FALSE (5.0) | | | | | | | NODE_COUNT > -7.917785 | | | | | | | | HALSTEAD_PROG_TIME <= -318.179932 | | | | | | | | | HALSTEAD_PROG_TIME <= -1313.863095: TRUE (15.0/1.0) | | | | | | | | | HALSTEAD_PROG_TIME > -1313.863095: FALSE (4.0) | | | | | | | | HALSTEAD_PROG_TIME > -318.179932: TRUE (24.0) | | | | HALSTEAD_CONTENT > 2.826612 | | | | | LOC_TOTAL <= 0.422018 | | | | | | MAINTENANCE_SEVERITY <= 0.503237: TRUE (9.0) | | | | | | MAINTENANCE_SEVERITY > 0.503237 | | | | | | | BRANCH_COUNT <= 21 | | | | | | | | LOC_COMMENTS <= 8.906659: FALSE (12.0/1.0) | | | | | | | | LOC_COMMENTS > 8.906659: TRUE (2.0) | | | | | | | BRANCH_COUNT > 21: TRUE (5.0) | | | | | LOC_TOTAL > 0.422018 | | | | | | LOC_CODE_AND_COMMENT <= 0.063104 | | | | | | | LOC_CODE_AND_COMMENT <= -0.145068 | | | | | | | | MODIFIED_CONDITION_COUNT <= 5.703933 | | | | | | | | | ESSENTIAL_COMPLEXITY <= -2.613863: TRUE (3.0) | | | | | | | | | ESSENTIAL_COMPLEXITY > -2.613863 | | | | | | | | | | HALSTEAD_LEVEL <= 0.256942: FALSE (19.0/1.0) | | | | | | | | | | HALSTEAD_LEVEL > 0.256942: TRUE (4.0/1.0) | | | | | | | | MODIFIED_CONDITION_COUNT > 5.703933: TRUE (9.0/1.0) | | | | | | | LOC_CODE_AND_COMMENT > -0.145068: FALSE (250.0/4.0) | | | | | | LOC_CODE_AND_COMMENT > 0.063104 | | | | | | | BRANCH_COUNT <= 21.089072 | | | | | | | | PERCENT_COMMENTS <= 43.9 | | | | | | | | | ESSENTIAL_COMPLEXITY <= 4.958349 | | | | | | | | | | LOC_BLANK <= 1.467255 | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 24.609138: FALSE (21.0) | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 24.609138: TRUE (4.0/1.0) | | | | | | | | | | LOC_BLANK > 1.467255 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.33 | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 2.761633 | | | | | | | | | | | | | DECISION_DENSITY <= 2.114454 | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 5.49667: FALSE (121.0/60.0) | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 5.49667 | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 2.497064: FALSE (9.0) | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 2.497064 | | | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.496076 | | | | | | | | | | | | | | | | | NUM_OPERANDS <= 47: TRUE (3.0) | | | | | | | | | | | | | | | | | NUM_OPERANDS > 47: FALSE (8.0) | | | | | | | | | | | | | | | | PARAMETER_COUNT > 0.496076: TRUE (5.0/1.0) | | | | | | | | | | | | | DECISION_DENSITY > 2.114454 | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 1.55106: TRUE (3.0) | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 1.55106: FALSE (5.0) | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 2.761633 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.124565 | | | | | | | | | | | | | | EDGE_COUNT <= 12.450278 | | | | | | | | | | | | | | | LOC_EXECUTABLE <= 18: FALSE (6.0/1.0) | | | | | | | | | | | | | | | LOC_EXECUTABLE > 18: TRUE (2.0) | | | | | | | | | | | | | | EDGE_COUNT > 12.450278: FALSE (12.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.124565: TRUE (2.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.33 | | | | | | | | | | | | DECISION_DENSITY <= 2.010475: FALSE (2.0) | | | | | | | | | | | | DECISION_DENSITY > 2.010475 | | | | | | | | | | | | | NODE_COUNT <= -17.518181: FALSE (2.0) | | | | | | | | | | | | | NODE_COUNT > -17.518181: TRUE (15.0) | | | | | | | | | ESSENTIAL_COMPLEXITY > 4.958349 | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 11.568449: TRUE (3.0/1.0) | | | | | | | | | | NUM_UNIQUE_OPERATORS > 11.568449: FALSE (28.0/1.0) | | | | | | | | PERCENT_COMMENTS > 43.9 | | | | | | | | | NUM_OPERATORS <= 125.783266: FALSE (44.0/1.0) | | | | | | | | | NUM_OPERATORS > 125.783266: TRUE (4.0/1.0) | | | | | | | BRANCH_COUNT > 21.089072: FALSE (21.0) | | | LOC_CODE_AND_COMMENT > 5.020677 | | | | LOC_BLANK <= 28.71692 | | | | | LOC_CODE_AND_COMMENT <= 7 | | | | | | NUMBER_OF_LINES <= 32.415788: TRUE (14.0) | | | | | | NUMBER_OF_LINES > 32.415788 | | | | | | | LOC_BLANK <= 0.692409: TRUE (5.0) | | | | | | | LOC_BLANK > 0.692409 | | | | | | | | CYCLOMATIC_DENSITY <= 0.214049 | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.06495: FALSE (9.0) | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.06495 | | | | | | | | | | NUM_OPERATORS <= 112.260116: TRUE (9.0) | | | | | | | | | | NUM_OPERATORS > 112.260116 | | | | | | | | | | | DECISION_DENSITY <= 2.497654 | | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.43: FALSE (6.0/1.0) | | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.43: TRUE (3.0) | | | | | | | | | | | DECISION_DENSITY > 2.497654: FALSE (2.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.214049: FALSE (14.0) | | | | | LOC_CODE_AND_COMMENT > 7 | | | | | | DESIGN_COMPLEXITY <= -0.129707 | | | | | | | DESIGN_DENSITY <= 0.590097: TRUE (5.0) | | | | | | | DESIGN_DENSITY > 0.590097: FALSE (7.0) | | | | | | DESIGN_COMPLEXITY > -0.129707 | | | | | | | CALL_PAIRS <= -0.668514: FALSE (5.0/1.0) | | | | | | | CALL_PAIRS > -0.668514 | | | | | | | | NUMBER_OF_LINES <= 71.36211 | | | | | | | | | LOC_CODE_AND_COMMENT <= 17.037412: TRUE (48.0) | | | | | | | | | LOC_CODE_AND_COMMENT > 17.037412 | | | | | | | | | | BRANCH_COUNT <= 6: FALSE (2.0) | | | | | | | | | | BRANCH_COUNT > 6: TRUE (5.0) | | | | | | | | NUMBER_OF_LINES > 71.36211 | | | | | | | | | CYCLOMATIC_DENSITY <= 0.135903: TRUE (14.0) | | | | | | | | | CYCLOMATIC_DENSITY > 0.135903 | | | | | | | | | | DECISION_COUNT <= 16.854415 | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 5.497161 | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 3 | | | | | | | | | | | | | CALL_PAIRS <= 6.454038: FALSE (9.0/1.0) | | | | | | | | | | | | | CALL_PAIRS > 6.454038: TRUE (3.0) | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 3: FALSE (3.0) | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 5.497161: TRUE (2.0) | | | | | | | | | | DECISION_COUNT > 16.854415: TRUE (9.0) | | | | LOC_BLANK > 28.71692 | | | | | HALSTEAD_CONTENT <= 65.414068: FALSE (22.0/1.0) | | | | | HALSTEAD_CONTENT > 65.414068: TRUE (7.0) | LOC_COMMENTS > 34: FALSE (31.0/1.0) Number of Leaves : 79 Size of the tree : 157 J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= -0.004241 | BRANCH_COUNT <= -2.17143 | | LOC_BLANK <= -0.969647 | | | NUM_OPERANDS <= 80.228918 | | | | HALSTEAD_CONTENT <= 64.06: TRUE (4.0) | | | | HALSTEAD_CONTENT > 64.06: FALSE (2.0) | | | NUM_OPERANDS > 80.228918: FALSE (7.0) | | LOC_BLANK > -0.969647 | | | HALSTEAD_LENGTH <= 222.056728 | | | | LOC_EXECUTABLE <= 31.083715 | | | | | NUM_UNIQUE_OPERATORS <= 2.870646: FALSE (4.0/1.0) | | | | | NUM_UNIQUE_OPERATORS > 2.870646 | | | | | | NUM_OPERANDS <= -68.764421 | | | | | | | DECISION_COUNT <= -0.522706: FALSE (3.0) | | | | | | | DECISION_COUNT > -0.522706: TRUE (3.0) | | | | | | NUM_OPERANDS > -68.764421: TRUE (35.0/1.0) | | | | LOC_EXECUTABLE > 31.083715 | | | | | DESIGN_DENSITY <= 0.964925 | | | | | | HALSTEAD_LEVEL <= 0.163531: FALSE (8.0) | | | | | | HALSTEAD_LEVEL > 0.163531 | | | | | | | BRANCH_COUNT <= -10.717181: FALSE (2.0) | | | | | | | BRANCH_COUNT > -10.717181: TRUE (3.0) | | | | | DESIGN_DENSITY > 0.964925: TRUE (7.0/1.0) | | | HALSTEAD_LENGTH > 222.056728: TRUE (22.0) | BRANCH_COUNT > -2.17143: TRUE (402.0/188.0) LOC_CODE_AND_COMMENT > -0.004241 | LOC_CODE_AND_COMMENT <= 0.016616: FALSE (895.0/4.0) | LOC_CODE_AND_COMMENT > 0.016616 | | LOC_COMMENTS <= 34 | | | LOC_CODE_AND_COMMENT <= 14.894477 | | | | CYCLOMATIC_COMPLEXITY <= 0.836607 | | | | | ESSENTIAL_DENSITY <= 0.276065: TRUE (214.0/106.0) | | | | | ESSENTIAL_DENSITY > 0.276065 | | | | | | HALSTEAD_PROG_TIME <= -1614.038598: TRUE (16.0) | | | | | | HALSTEAD_PROG_TIME > -1614.038598 | | | | | | | HALSTEAD_LEVEL <= 0.050767: TRUE (11.0) | | | | | | | HALSTEAD_LEVEL > 0.050767 | | | | | | | | PERCENT_COMMENTS <= 4.17: FALSE (8.0/1.0) | | | | | | | | PERCENT_COMMENTS > 4.17 | | | | | | | | | NUM_UNIQUE_OPERANDS <= -22.061985: FALSE (3.0) | | | | | | | | | NUM_UNIQUE_OPERANDS > -22.061985 | | | | | | | | | | NUM_OPERATORS <= 94.384561 | | | | | | | | | | | PARAMETER_COUNT <= 0.964216 | | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.206046: TRUE (10.0) | | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.206046 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.415991: FALSE (3.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.415991: TRUE (3.0) | | | | | | | | | | | PARAMETER_COUNT > 0.964216: FALSE (7.0/1.0) | | | | | | | | | | NUM_OPERATORS > 94.384561: TRUE (12.0) | | | | CYCLOMATIC_COMPLEXITY > 0.836607 | | | | | NUM_UNIQUE_OPERATORS <= 24.748814 | | | | | | HALSTEAD_CONTENT <= 2.380468 | | | | | | | NODE_COUNT <= -20.551656: FALSE (13.0/1.0) | | | | | | | NODE_COUNT > -20.551656: TRUE (225.0/102.0) | | | | | | HALSTEAD_CONTENT > 2.380468 | | | | | | | LOC_CODE_AND_COMMENT <= 7.024618 | | | | | | | | ESSENTIAL_DENSITY <= -0.000825 | | | | | | | | | HALSTEAD_PROG_TIME <= 2922.802017 | | | | | | | | | | ESSENTIAL_DENSITY <= -0.015985 | | | | | | | | | | | HALSTEAD_EFFORT <= 50271.95 | | | | | | | | | | | | MODIFIED_CONDITION_COUNT <= -3.185398: FALSE (9.0) | | | | | | | | | | | | MODIFIED_CONDITION_COUNT > -3.185398 | | | | | | | | | | | | | HALSTEAD_EFFORT <= -50095.87512: TRUE (9.0) | | | | | | | | | | | | | HALSTEAD_EFFORT > -50095.87512 | | | | | | | | | | | | | | BRANCH_COUNT <= 7.140191 | | | | | | | | | | | | | | | LOC_EXECUTABLE <= 46.170382: TRUE (11.0) | | | | | | | | | | | | | | | LOC_EXECUTABLE > 46.170382: FALSE (2.0) | | | | | | | | | | | | | | BRANCH_COUNT > 7.140191 | | | | | | | | | | | | | | | HALSTEAD_EFFORT <= 39943.38375 | | | | | | | | | | | | | | | | DECISION_DENSITY <= 2.82286: FALSE (17.0) | | | | | | | | | | | | | | | | DECISION_DENSITY > 2.82286: TRUE (2.0) | | | | | | | | | | | | | | | HALSTEAD_EFFORT > 39943.38375: TRUE (2.0) | | | | | | | | | | | HALSTEAD_EFFORT > 50271.95 | | | | | | | | | | | | NUMBER_OF_LINES <= 47.366068: FALSE (19.0) | | | | | | | | | | | | NUMBER_OF_LINES > 47.366068 | | | | | | | | | | | | | LOC_BLANK <= 2: TRUE (3.0) | | | | | | | | | | | | | LOC_BLANK > 2: FALSE (3.0) | | | | | | | | | | ESSENTIAL_DENSITY > -0.015985: TRUE (5.0) | | | | | | | | | HALSTEAD_PROG_TIME > 2922.802017 | | | | | | | | | | DECISION_DENSITY <= 2.389292 | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.265328: TRUE (21.0/1.0) | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.265328 | | | | | | | | | | | | DESIGN_COMPLEXITY <= 2.44642: TRUE (4.0) | | | | | | | | | | | | DESIGN_COMPLEXITY > 2.44642: FALSE (7.0/1.0) | | | | | | | | | | DECISION_DENSITY > 2.389292: FALSE (3.0) | | | | | | | | ESSENTIAL_DENSITY > -0.000825 | | | | | | | | | NODE_COUNT <= 30.825579 | | | | | | | | | | PERCENT_COMMENTS <= 54.765083 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.204126 | | | | | | | | | | | | CONDITION_COUNT <= 21.46331 | | | | | | | | | | | | | LOC_COMMENTS <= 11 | | | | | | | | | | | | | | LOC_COMMENTS <= 0.923631 | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 1.823935 | | | | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.086335: TRUE (5.0) | | | | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.086335 | | | | | | | | | | | | | | | | | DECISION_COUNT <= 0.963876: FALSE (6.0) | | | | | | | | | | | | | | | | | DECISION_COUNT > 0.963876 | | | | | | | | | | | | | | | | | | NUMBER_OF_LINES <= 17: TRUE (5.0) | | | | | | | | | | | | | | | | | | NUMBER_OF_LINES > 17: FALSE (3.0) | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 1.823935: FALSE (29.0/2.0) | | | | | | | | | | | | | | LOC_COMMENTS > 0.923631 | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 18.463405: TRUE (103.0/43.0) | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 18.463405 | | | | | | | | | | | | | | | | LOC_COMMENTS <= 8.499934 | | | | | | | | | | | | | | | | | LOC_EXECUTABLE <= 61.661237: FALSE (21.0) | | | | | | | | | | | | | | | | | LOC_EXECUTABLE > 61.661237: TRUE (2.0) | | | | | | | | | | | | | | | | LOC_COMMENTS > 8.499934 | | | | | | | | | | | | | | | | | ESSENTIAL_DENSITY <= 0.063146 | | | | | | | | | | | | | | | | | | CONDITION_COUNT <= 6: FALSE (3.0/1.0) | | | | | | | | | | | | | | | | | | CONDITION_COUNT > 6: TRUE (7.0) | | | | | | | | | | | | | | | | | ESSENTIAL_DENSITY > 0.063146: FALSE (3.0) | | | | | | | | | | | | | LOC_COMMENTS > 11 | | | | | | | | | | | | | | CONDITION_COUNT <= -5.394728: TRUE (2.0) | | | | | | | | | | | | | | CONDITION_COUNT > -5.394728 | | | | | | | | | | | | | | | NODE_COUNT <= 28.051103 | | | | | | | | | | | | | | | | LOC_COMMENTS <= 13.135807 | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 32.562577: FALSE (11.0/1.0) | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY > 32.562577: TRUE (2.0) | | | | | | | | | | | | | | | | LOC_COMMENTS > 13.135807: FALSE (19.0) | | | | | | | | | | | | | | | NODE_COUNT > 28.051103: TRUE (2.0) | | | | | | | | | | | | CONDITION_COUNT > 21.46331 | | | | | | | | | | | | | CONDITION_COUNT <= 33.522127: TRUE (12.0/1.0) | | | | | | | | | | | | | CONDITION_COUNT > 33.522127: FALSE (2.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.204126 | | | | | | | | | | | | CALL_PAIRS <= -0.045596 | | | | | | | | | | | | | CALL_PAIRS <= -2.664632: FALSE (4.0) | | | | | | | | | | | | | CALL_PAIRS > -2.664632 | | | | | | | | | | | | | | DESIGN_DENSITY <= 0.912705: TRUE (10.0) | | | | | | | | | | | | | | DESIGN_DENSITY > 0.912705: FALSE (2.0) | | | | | | | | | | | | CALL_PAIRS > -0.045596: FALSE (199.0/45.0) | | | | | | | | | | PERCENT_COMMENTS > 54.765083 | | | | | | | | | | | LOC_TOTAL <= 4: TRUE (3.0/1.0) | | | | | | | | | | | LOC_TOTAL > 4: FALSE (39.0/1.0) | | | | | | | | | NODE_COUNT > 30.825579 | | | | | | | | | | DESIGN_COMPLEXITY <= -0.725945 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.057449: FALSE (4.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.057449 | | | | | | | | | | | | LOC_EXECUTABLE <= 34.694045: TRUE (5.0) | | | | | | | | | | | | LOC_EXECUTABLE > 34.694045: FALSE (2.0) | | | | | | | | | | DESIGN_COMPLEXITY > -0.725945 | | | | | | | | | | | LOC_BLANK <= 18.714642: FALSE (53.0) | | | | | | | | | | | LOC_BLANK > 18.714642 | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 3: TRUE (2.0) | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 3: FALSE (13.0/1.0) | | | | | | | LOC_CODE_AND_COMMENT > 7.024618 | | | | | | | | CYCLOMATIC_COMPLEXITY <= 12.247387 | | | | | | | | | DESIGN_COMPLEXITY <= 8.267437 | | | | | | | | | | MODIFIED_CONDITION_COUNT <= 0.363203 | | | | | | | | | | | LOC_EXECUTABLE <= -12.012849: TRUE (3.0) | | | | | | | | | | | LOC_EXECUTABLE > -12.012849 | | | | | | | | | | | | NODE_COUNT <= 34.369005 | | | | | | | | | | | | | DESIGN_DENSITY <= 1.123124 | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.866948 | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 8.533154: TRUE (4.0/1.0) | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 8.533154: FALSE (6.0) | | | | | | | | | | | | | | PARAMETER_COUNT > 0.866948: FALSE (19.0) | | | | | | | | | | | | | DESIGN_DENSITY > 1.123124: TRUE (2.0) | | | | | | | | | | | | NODE_COUNT > 34.369005: TRUE (3.0) | | | | | | | | | | MODIFIED_CONDITION_COUNT > 0.363203 | | | | | | | | | | | LOC_BLANK <= 29.119943 | | | | | | | | | | | | CALL_PAIRS <= -0.709905 | | | | | | | | | | | | | LOC_BLANK <= -7.397663: TRUE (2.0) | | | | | | | | | | | | | LOC_BLANK > -7.397663: FALSE (8.0) | | | | | | | | | | | | CALL_PAIRS > -0.709905 | | | | | | | | | | | | | LOC_BLANK <= -1.951499: FALSE (4.0) | | | | | | | | | | | | | LOC_BLANK > -1.951499 | | | | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.627122 | | | | | | | | | | | | | | | HALSTEAD_EFFORT <= -27726.434677: FALSE (6.0/1.0) | | | | | | | | | | | | | | | HALSTEAD_EFFORT > -27726.434677 | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 10.275241 | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 28.605779 | | | | | | | | | | | | | | | | | | NUMBER_OF_LINES <= 69.243828: TRUE (15.0/1.0) | | | | | | | | | | | | | | | | | | NUMBER_OF_LINES > 69.243828: FALSE (9.0/1.0) | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY > 28.605779: TRUE (10.0) | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 10.275241: TRUE (13.0) | | | | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.627122: TRUE (23.0/1.0) | | | | | | | | | | | LOC_BLANK > 29.119943: FALSE (9.0/1.0) | | | | | | | | | DESIGN_COMPLEXITY > 8.267437: TRUE (10.0) | | | | | | | | CYCLOMATIC_COMPLEXITY > 12.247387 | | | | | | | | | CYCLOMATIC_DENSITY <= 0.587864: FALSE (19.0) | | | | | | | | | CYCLOMATIC_DENSITY > 0.587864: TRUE (3.0/1.0) | | | | | NUM_UNIQUE_OPERATORS > 24.748814 | | | | | | NUM_OPERANDS <= -54.664813: TRUE (4.0) | | | | | | NUM_OPERANDS > -54.664813 | | | | | | | LOC_CODE_AND_COMMENT <= 9.404279: FALSE (46.0/1.0) | | | | | | | LOC_CODE_AND_COMMENT > 9.404279 | | | | | | | | PARAMETER_COUNT <= 0.810208: TRUE (3.0) | | | | | | | | PARAMETER_COUNT > 0.810208: FALSE (3.0) | | | LOC_CODE_AND_COMMENT > 14.894477 | | | | DESIGN_COMPLEXITY <= 11 | | | | | PERCENT_COMMENTS <= 10.543933: FALSE (3.0) | | | | | PERCENT_COMMENTS > 10.543933 | | | | | | PARAMETER_COUNT <= 1.809377: TRUE (35.0/1.0) | | | | | | PARAMETER_COUNT > 1.809377 | | | | | | | PARAMETER_COUNT <= 3.468831: FALSE (4.0) | | | | | | | PARAMETER_COUNT > 3.468831: TRUE (2.0) | | | | DESIGN_COMPLEXITY > 11: FALSE (4.0) | | LOC_COMMENTS > 34: FALSE (32.0/1.0) Number of Leaves : 100 Size of the tree : 199 J48 pruned tree ------------------ DECISION_DENSITY <= 0 | DECISION_DENSITY <= -0.004188: TRUE (281.0/132.0) | DECISION_DENSITY > -0.004188 | | LOC_CODE_AND_COMMENT <= 0.499114: FALSE (639.0) | | LOC_CODE_AND_COMMENT > 0.499114 | | | BRANCH_COUNT <= 1.01547 | | | | PARAMETER_COUNT <= 0.498392 | | | | | EDGE_COUNT <= 6.45757 | | | | | | LOC_BLANK <= 1.494256: FALSE (6.0) | | | | | | LOC_BLANK > 1.494256 | | | | | | | CYCLOMATIC_DENSITY <= 0.153493 | | | | | | | | LOC_EXECUTABLE <= 16.483633: FALSE (11.0/1.0) | | | | | | | | LOC_EXECUTABLE > 16.483633: TRUE (4.0/1.0) | | | | | | | CYCLOMATIC_DENSITY > 0.153493: TRUE (8.0/1.0) | | | | | EDGE_COUNT > 6.45757: TRUE (5.0) | | | | PARAMETER_COUNT > 0.498392 | | | | | EDGE_COUNT <= 2.431128 | | | | | | PARAMETER_COUNT <= 1.498947 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.477235: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.477235: TRUE (5.0/1.0) | | | | | | PARAMETER_COUNT > 1.498947: FALSE (3.0) | | | | | EDGE_COUNT > 2.431128: FALSE (17.0) | | | BRANCH_COUNT > 1.01547: FALSE (85.0/1.0) DECISION_DENSITY > 0 | DECISION_DENSITY <= 1.998306: FALSE (941.0/450.0) | DECISION_DENSITY > 1.998306 | | HALSTEAD_VOLUME <= -2.864475 | | | NUM_OPERANDS <= 142 | | | | HALSTEAD_ERROR_EST <= 0.476912 | | | | | BRANCH_COUNT <= 5.168428 | | | | | | HALSTEAD_DIFFICULTY <= 36.833885 | | | | | | | DESIGN_DENSITY <= 0.819016: FALSE (14.0) | | | | | | | DESIGN_DENSITY > 0.819016: TRUE (4.0/1.0) | | | | | | HALSTEAD_DIFFICULTY > 36.833885: TRUE (6.0/1.0) | | | | | BRANCH_COUNT > 5.168428 | | | | | | LOC_BLANK <= -1.533409: FALSE (4.0/1.0) | | | | | | LOC_BLANK > -1.533409 | | | | | | | CYCLOMATIC_DENSITY <= 0.648754: TRUE (19.0) | | | | | | | CYCLOMATIC_DENSITY > 0.648754 | | | | | | | | DESIGN_COMPLEXITY <= -0.573745: FALSE (2.0) | | | | | | | | DESIGN_COMPLEXITY > -0.573745: TRUE (3.0) | | | | HALSTEAD_ERROR_EST > 0.476912: TRUE (16.0) | | | NUM_OPERANDS > 142: FALSE (5.0) | | HALSTEAD_VOLUME > -2.864475 | | | LOC_CODE_AND_COMMENT <= 0.018103 | | | | LOC_CODE_AND_COMMENT <= -0.678097 | | | | | PERCENT_COMMENTS <= -8.266334: FALSE (7.0) | | | | | PERCENT_COMMENTS > -8.266334 | | | | | | HALSTEAD_LEVEL <= 0.001916: TRUE (8.0) | | | | | | HALSTEAD_LEVEL > 0.001916 | | | | | | | DESIGN_COMPLEXITY <= 6.143835 | | | | | | | | LOC_COMMENTS <= 7.768673 | | | | | | | | | CONDITION_COUNT <= 7.658853: FALSE (11.0) | | | | | | | | | CONDITION_COUNT > 7.658853 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 2.929352: FALSE (4.0/1.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 2.929352: TRUE (3.0) | | | | | | | | LOC_COMMENTS > 7.768673 | | | | | | | | | DESIGN_COMPLEXITY <= 4.421045: TRUE (7.0) | | | | | | | | | DESIGN_COMPLEXITY > 4.421045: FALSE (2.0) | | | | | | | DESIGN_COMPLEXITY > 6.143835: TRUE (9.0/1.0) | | | | LOC_CODE_AND_COMMENT > -0.678097: FALSE (260.0/4.0) | | | LOC_CODE_AND_COMMENT > 0.018103 | | | | ESSENTIAL_COMPLEXITY <= 9.528909 | | | | | LOC_CODE_AND_COMMENT <= 9.619972 | | | | | | LOC_COMMENTS <= 14.967819 | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.093983: TRUE (119.0/53.0) | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.093983 | | | | | | | | LOC_BLANK <= 12.65862 | | | | | | | | | BRANCH_COUNT <= -1.675572: TRUE (9.0/1.0) | | | | | | | | | BRANCH_COUNT > -1.675572 | | | | | | | | | | PARAMETER_COUNT <= 1.966377 | | | | | | | | | | | HALSTEAD_LEVEL <= 0.194972 | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 0.360452: FALSE (8.0) | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 0.360452 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.444976 | | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 3.493798 | | | | | | | | | | | | | | | BRANCH_COUNT <= 13.712599 | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 3.397063 | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.25442 | | | | | | | | | | | | | | | | | | DECISION_DENSITY <= 2.560097 | | | | | | | | | | | | | | | | | | | LOC_BLANK <= 3.482639: TRUE (6.0) | | | | | | | | | | | | | | | | | | | LOC_BLANK > 3.482639 | | | | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.214702 | | | | | | | | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 1.99329 | | | | | | | | | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 4.48396 | | | | | | | | | | | | | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.114543 | | | | | | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 12.494066 | | | | | | | | | | | | | | | | | | | | | | | | | CALL_PAIRS <= 1.493722 | | | | | | | | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 9.477157: TRUE (7.0/1.0) | | | | | | | | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 9.477157: FALSE (3.0) | | | | | | | | | | | | | | | | | | | | | | | | | CALL_PAIRS > 1.493722: FALSE (3.0) | | | | | | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 12.494066: TRUE (7.0) | | | | | | | | | | | | | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.114543: FALSE (3.0) | | | | | | | | | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 4.48396: TRUE (3.0) | | | | | | | | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 1.99329: FALSE (3.0/1.0) | | | | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.214702: FALSE (4.0) | | | | | | | | | | | | | | | | | | DECISION_DENSITY > 2.560097: FALSE (3.0) | | | | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.25442 | | | | | | | | | | | | | | | | | | ESSENTIAL_DENSITY <= 0.491376: FALSE (16.0/1.0) | | | | | | | | | | | | | | | | | | ESSENTIAL_DENSITY > 0.491376 | | | | | | | | | | | | | | | | | | | LOC_BLANK <= 6.486724: TRUE (3.0) | | | | | | | | | | | | | | | | | | | LOC_BLANK > 6.486724: FALSE (2.0) | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 3.397063: FALSE (4.0) | | | | | | | | | | | | | | | BRANCH_COUNT > 13.712599: TRUE (5.0) | | | | | | | | | | | | | | DESIGN_COMPLEXITY > 3.493798 | | | | | | | | | | | | | | | HALSTEAD_CONTENT <= 33.65: FALSE (17.0) | | | | | | | | | | | | | | | HALSTEAD_CONTENT > 33.65 | | | | | | | | | | | | | | | | LOC_EXECUTABLE <= 39: TRUE (3.0) | | | | | | | | | | | | | | | | LOC_EXECUTABLE > 39: FALSE (3.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.444976 | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.498392: TRUE (8.0) | | | | | | | | | | | | | | PARAMETER_COUNT > 0.498392 | | | | | | | | | | | | | | | DECISION_DENSITY <= 2.293494: FALSE (5.0/1.0) | | | | | | | | | | | | | | | DECISION_DENSITY > 2.293494: TRUE (3.0) | | | | | | | | | | | HALSTEAD_LEVEL > 0.194972: TRUE (8.0/1.0) | | | | | | | | | | PARAMETER_COUNT > 1.966377 | | | | | | | | | | | LOC_COMMENTS <= 3.170467: FALSE (27.0/2.0) | | | | | | | | | | | LOC_COMMENTS > 3.170467 | | | | | | | | | | | | LOC_COMMENTS <= 5.121227: TRUE (3.0) | | | | | | | | | | | | LOC_COMMENTS > 5.121227: FALSE (2.0) | | | | | | | | LOC_BLANK > 12.65862 | | | | | | | | | ESSENTIAL_COMPLEXITY <= -1.463544: TRUE (4.0/1.0) | | | | | | | | | ESSENTIAL_COMPLEXITY > -1.463544 | | | | | | | | | | LOC_COMMENTS <= 8.97193: FALSE (31.0) | | | | | | | | | | LOC_COMMENTS > 8.97193 | | | | | | | | | | | CALL_PAIRS <= 4.048273: FALSE (16.0/1.0) | | | | | | | | | | | CALL_PAIRS > 4.048273 | | | | | | | | | | | | BRANCH_COUNT <= 16: TRUE (4.0) | | | | | | | | | | | | BRANCH_COUNT > 16: FALSE (3.0) | | | | | | LOC_COMMENTS > 14.967819 | | | | | | | NUM_UNIQUE_OPERATORS <= 11.497694 | | | | | | | | HALSTEAD_PROG_TIME <= 1063.251968: FALSE (6.0) | | | | | | | | HALSTEAD_PROG_TIME > 1063.251968: TRUE (6.0/1.0) | | | | | | | NUM_UNIQUE_OPERATORS > 11.497694 | | | | | | | | BRANCH_COUNT <= 22: FALSE (61.0) | | | | | | | | BRANCH_COUNT > 22 | | | | | | | | | MODIFIED_CONDITION_COUNT <= 12: TRUE (2.0) | | | | | | | | | MODIFIED_CONDITION_COUNT > 12: FALSE (10.0/1.0) | | | | | LOC_CODE_AND_COMMENT > 9.619972 | | | | | | DESIGN_COMPLEXITY <= 4.421045 | | | | | | | DECISION_COUNT <= 21.293633: TRUE (39.0/2.0) | | | | | | | DECISION_COUNT > 21.293633: FALSE (3.0/1.0) | | | | | | DESIGN_COMPLEXITY > 4.421045 | | | | | | | LOC_BLANK <= 31.372135 | | | | | | | | DECISION_COUNT <= 18 | | | | | | | | | BRANCH_COUNT <= 18.440778 | | | | | | | | | | DESIGN_DENSITY <= 0.65: FALSE (3.0) | | | | | | | | | | DESIGN_DENSITY > 0.65: TRUE (7.0) | | | | | | | | | BRANCH_COUNT > 18.440778: FALSE (5.0) | | | | | | | | DECISION_COUNT > 18: TRUE (7.0) | | | | | | | LOC_BLANK > 31.372135: FALSE (5.0) | | | | ESSENTIAL_COMPLEXITY > 9.528909: FALSE (25.0/1.0) Number of Leaves : 77 Size of the tree : 153 J48 pruned tree ------------------ DECISION_DENSITY <= 0.000005 | DECISION_DENSITY <= -0.005163: TRUE (278.0/134.0) | DECISION_DENSITY > -0.005163 | | LOC_CODE_AND_COMMENT <= 0.497664: FALSE (640.0) | | LOC_CODE_AND_COMMENT > 0.497664 | | | NUM_UNIQUE_OPERATORS <= 14.498127 | | | | MAINTENANCE_SEVERITY <= 0.504907: FALSE (18.0/1.0) | | | | MAINTENANCE_SEVERITY > 0.504907 | | | | | PARAMETER_COUNT <= 0.566031 | | | | | | ESSENTIAL_COMPLEXITY <= 3 | | | | | | | NODE_COUNT <= 7 | | | | | | | | LOC_BLANK <= 1.497731: FALSE (6.0) | | | | | | | | LOC_BLANK > 1.497731 | | | | | | | | | CYCLOMATIC_DENSITY <= 0.153397 | | | | | | | | | | HALSTEAD_LEVEL <= 0.085001 | | | | | | | | | | | LOC_BLANK <= 8.481125: TRUE (3.0) | | | | | | | | | | | LOC_BLANK > 8.481125: FALSE (4.0/1.0) | | | | | | | | | | HALSTEAD_LEVEL > 0.085001: FALSE (7.0) | | | | | | | | | CYCLOMATIC_DENSITY > 0.153397: TRUE (8.0/1.0) | | | | | | | NODE_COUNT > 7: TRUE (6.0) | | | | | | ESSENTIAL_COMPLEXITY > 3: FALSE (2.0) | | | | | PARAMETER_COUNT > 0.566031 | | | | | | EDGE_COUNT <= 2.470484 | | | | | | | PARAMETER_COUNT <= 1.498903 | | | | | | | | NUM_UNIQUE_OPERATORS <= 5.486403: FALSE (3.0) | | | | | | | | NUM_UNIQUE_OPERATORS > 5.486403: TRUE (5.0/1.0) | | | | | | | PARAMETER_COUNT > 1.498903: FALSE (2.0) | | | | | | EDGE_COUNT > 2.470484: FALSE (18.0) | | | NUM_UNIQUE_OPERATORS > 14.498127: FALSE (66.0) DECISION_DENSITY > 0.000005 | DECISION_DENSITY <= 1.970716 | | LOC_TOTAL <= 55.42107: TRUE (867.0/432.0) | | LOC_TOTAL > 55.42107 | | | BRANCH_COUNT <= 15.897077 | | | | HALSTEAD_LENGTH <= 148.424569: FALSE (33.0/1.0) | | | | HALSTEAD_LENGTH > 148.424569 | | | | | MODIFIED_CONDITION_COUNT <= 3.991322 | | | | | | DESIGN_DENSITY <= 0.681161: FALSE (6.0/1.0) | | | | | | DESIGN_DENSITY > 0.681161: TRUE (7.0/1.0) | | | | | MODIFIED_CONDITION_COUNT > 3.991322: FALSE (10.0) | | | BRANCH_COUNT > 15.897077 | | | | LOC_BLANK <= 12.576117 | | | | | LOC_TOTAL <= 69.630501: TRUE (8.0) | | | | | LOC_TOTAL > 69.630501 | | | | | | CYCLOMATIC_DENSITY <= 0.284123: TRUE (2.0) | | | | | | CYCLOMATIC_DENSITY > 0.284123: FALSE (4.0) | | | | LOC_BLANK > 12.576117: FALSE (4.0) | DECISION_DENSITY > 1.970716 | | LOC_CODE_AND_COMMENT <= 0.174656 | | | LOC_CODE_AND_COMMENT <= -0.068216 | | | | NUM_UNIQUE_OPERATORS <= 3.31984: FALSE (6.0) | | | | NUM_UNIQUE_OPERATORS > 3.31984: TRUE (75.0/31.0) | | | LOC_CODE_AND_COMMENT > -0.068216: FALSE (257.0/4.0) | | LOC_CODE_AND_COMMENT > 0.174656 | | | LOC_CODE_AND_COMMENT <= 11.72293 | | | | LOC_COMMENTS <= 16.351203 | | | | | MODIFIED_CONDITION_COUNT <= 8.34138 | | | | | | LOC_CODE_AND_COMMENT <= 4.377068 | | | | | | | BRANCH_COUNT <= 6.935567 | | | | | | | | MULTIPLE_CONDITION_COUNT <= 9.642183 | | | | | | | | | NUM_UNIQUE_OPERATORS <= 16.489703 | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.581209 | | | | | | | | | | | BRANCH_COUNT <= 1.636218: TRUE (5.0) | | | | | | | | | | | BRANCH_COUNT > 1.636218 | | | | | | | | | | | | LOC_BLANK <= 1.497731: FALSE (7.0) | | | | | | | | | | | | LOC_BLANK > 1.497731 | | | | | | | | | | | | | LOC_BLANK <= 3.483128 | | | | | | | | | | | | | | HALSTEAD_CONTENT <= 9.86: FALSE (2.0) | | | | | | | | | | | | | | HALSTEAD_CONTENT > 9.86: TRUE (11.0) | | | | | | | | | | | | | LOC_BLANK > 3.483128 | | | | | | | | | | | | | | LOC_TOTAL <= 9.471489: FALSE (9.0) | | | | | | | | | | | | | | LOC_TOTAL > 9.471489 | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 3.219258 | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 2.49827 | | | | | | | | | | | | | | | | | LOC_BLANK <= 8.481125 | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 12.484692 | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 10.36353 | | | | | | | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.499893 | | | | | | | | | | | | | | | | | | | | | EDGE_COUNT <= 6.332756: TRUE (3.0) | | | | | | | | | | | | | | | | | | | | | EDGE_COUNT > 6.332756 | | | | | | | | | | | | | | | | | | | | | | DESIGN_DENSITY <= 0.834904 | | | | | | | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 16.89: TRUE (2.0) | | | | | | | | | | | | | | | | | | | | | | | HALSTEAD_DIFFICULTY > 16.89: FALSE (2.0) | | | | | | | | | | | | | | | | | | | | | | DESIGN_DENSITY > 0.834904: FALSE (5.0) | | | | | | | | | | | | | | | | | | | | PARAMETER_COUNT > 0.499893: TRUE (6.0) | | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 10.36353: FALSE (7.0) | | | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 12.484692: TRUE (11.0/1.0) | | | | | | | | | | | | | | | | | LOC_BLANK > 8.481125: FALSE (10.0/1.0) | | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 2.49827 | | | | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.499893: TRUE (5.0) | | | | | | | | | | | | | | | | | PARAMETER_COUNT > 0.499893 | | | | | | | | | | | | | | | | | | HALSTEAD_CONTENT <= 18.78: FALSE (3.0) | | | | | | | | | | | | | | | | | | HALSTEAD_CONTENT > 18.78: TRUE (2.0) | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 3.219258: FALSE (7.0/1.0) | | | | | | | | | | MAINTENANCE_SEVERITY > 0.581209: FALSE (16.0/2.0) | | | | | | | | | NUM_UNIQUE_OPERATORS > 16.489703 | | | | | | | | | | NUMBER_OF_LINES <= 27.900254: FALSE (2.0) | | | | | | | | | | NUMBER_OF_LINES > 27.900254: TRUE (10.0) | | | | | | | | MULTIPLE_CONDITION_COUNT > 9.642183: TRUE (8.0) | | | | | | | BRANCH_COUNT > 6.935567 | | | | | | | | PARAMETER_COUNT <= 1.349017 | | | | | | | | | DECISION_DENSITY <= 2.25675 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 1.238118 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.22355 | | | | | | | | | | | | DESIGN_DENSITY <= 0.65 | | | | | | | | | | | | | EDGE_COUNT <= 22.430657: TRUE (8.0) | | | | | | | | | | | | | EDGE_COUNT > 22.430657 | | | | | | | | | | | | | | BRANCH_COUNT <= 12: FALSE (5.0) | | | | | | | | | | | | | | BRANCH_COUNT > 12: TRUE (3.0) | | | | | | | | | | | | DESIGN_DENSITY > 0.65 | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.164865 | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.14: FALSE (7.0) | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.14: TRUE (6.0/1.0) | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.164865: FALSE (8.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.22355: FALSE (16.0/1.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 1.238118: FALSE (30.0/2.0) | | | | | | | | | DECISION_DENSITY > 2.25675 | | | | | | | | | | HALSTEAD_CONTENT <= 19.68: TRUE (8.0) | | | | | | | | | | HALSTEAD_CONTENT > 19.68 | | | | | | | | | | | PARAMETER_COUNT <= 0.786905: FALSE (9.0/1.0) | | | | | | | | | | | PARAMETER_COUNT > 0.786905: TRUE (3.0) | | | | | | | | PARAMETER_COUNT > 1.349017: FALSE (24.0/1.0) | | | | | | LOC_CODE_AND_COMMENT > 4.377068 | | | | | | | MULTIPLE_CONDITION_COUNT <= -4.592569 | | | | | | | | CYCLOMATIC_DENSITY <= 0.838542: FALSE (11.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.838542: TRUE (2.0) | | | | | | | MULTIPLE_CONDITION_COUNT > -4.592569 | | | | | | | | ESSENTIAL_COMPLEXITY <= 4.923919 | | | | | | | | | MAINTENANCE_SEVERITY <= 0.119269: FALSE (5.0) | | | | | | | | | MAINTENANCE_SEVERITY > 0.119269 | | | | | | | | | | NUM_OPERATORS <= 149.443058 | | | | | | | | | | | LOC_BLANK <= 23.446289 | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 8.48273 | | | | | | | | | | | | | CONDITION_COUNT <= 0.583546: TRUE (3.0) | | | | | | | | | | | | | CONDITION_COUNT > 0.583546 | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.234627 | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.491443: FALSE (2.0) | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 6.491443: TRUE (2.0) | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.234627: FALSE (9.0) | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 8.48273 | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.053826 | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.92729: FALSE (4.0) | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 6.92729: TRUE (3.0) | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.053826 | | | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 9.37253: TRUE (23.0) | | | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > 9.37253 | | | | | | | | | | | | | | | LOC_BLANK <= -1.412091: FALSE (2.0) | | | | | | | | | | | | | | | LOC_BLANK > -1.412091 | | | | | | | | | | | | | | | | LOC_COMMENTS <= 10.481031: TRUE (11.0) | | | | | | | | | | | | | | | | LOC_COMMENTS > 10.481031: FALSE (3.0/1.0) | | | | | | | | | | | LOC_BLANK > 23.446289: FALSE (5.0) | | | | | | | | | | NUM_OPERATORS > 149.443058: TRUE (16.0) | | | | | | | | ESSENTIAL_COMPLEXITY > 4.923919 | | | | | | | | | HALSTEAD_LENGTH <= 108 | | | | | | | | | | BRANCH_COUNT <= 9.802739: FALSE (4.0/1.0) | | | | | | | | | | BRANCH_COUNT > 9.802739: TRUE (7.0) | | | | | | | | | HALSTEAD_LENGTH > 108 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 6.567429: FALSE (10.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 6.567429 | | | | | | | | | | | CALL_PAIRS <= 1.333753: TRUE (2.0) | | | | | | | | | | | CALL_PAIRS > 1.333753: FALSE (7.0/1.0) | | | | | MODIFIED_CONDITION_COUNT > 8.34138 | | | | | | CALL_PAIRS <= -0.882408: TRUE (2.0) | | | | | | CALL_PAIRS > -0.882408: FALSE (23.0/1.0) | | | | LOC_COMMENTS > 16.351203 | | | | | PERCENT_COMMENTS <= 27.91 | | | | | | ESSENTIAL_COMPLEXITY <= 1.647789: TRUE (4.0) | | | | | | ESSENTIAL_COMPLEXITY > 1.647789 | | | | | | | BRANCH_COUNT <= -0.352616: TRUE (2.0) | | | | | | | BRANCH_COUNT > -0.352616: FALSE (10.0/1.0) | | | | | PERCENT_COMMENTS > 27.91 | | | | | | NUM_UNIQUE_OPERATORS <= 11.497529 | | | | | | | LOC_BLANK <= 24.45988: FALSE (5.0) | | | | | | | LOC_BLANK > 24.45988: TRUE (3.0) | | | | | | NUM_UNIQUE_OPERATORS > 11.497529: FALSE (68.0/1.0) | | | LOC_CODE_AND_COMMENT > 11.72293 | | | | LOC_COMMENTS <= 43 | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= -0.026096: FALSE (3.0) | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > -0.026096 | | | | | | HALSTEAD_VOLUME <= 2125.48863: TRUE (40.0/2.0) | | | | | | HALSTEAD_VOLUME > 2125.48863 | | | | | | | CYCLOMATIC_DENSITY <= 0.13: TRUE (4.0) | | | | | | | CYCLOMATIC_DENSITY > 0.13: FALSE (10.0/1.0) | | | | LOC_COMMENTS > 43: FALSE (6.0) Number of Leaves : 93 Size of the tree : 185 J48 pruned tree ------------------ DECISION_DENSITY <= 0 | DECISION_DENSITY <= -0.00068 | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.506305 | | | DESIGN_COMPLEXITY <= 6.498323: FALSE (200.0/91.0) | | | DESIGN_COMPLEXITY > 6.498323 | | | | CONDITION_COUNT <= 8.879337 | | | | | NUM_UNIQUE_OPERANDS <= -7.149905 | | | | | | BRANCH_COUNT <= 5.644906: TRUE (2.0) | | | | | | BRANCH_COUNT > 5.644906: FALSE (2.0) | | | | | NUM_UNIQUE_OPERANDS > -7.149905: TRUE (25.0) | | | | CONDITION_COUNT > 8.879337 | | | | | HALSTEAD_CONTENT <= 50.593686 | | | | | | ESSENTIAL_DENSITY <= 0.323459: TRUE (16.0/1.0) | | | | | | ESSENTIAL_DENSITY > 0.323459: FALSE (3.0) | | | | | HALSTEAD_CONTENT > 50.593686: FALSE (8.0) | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.506305 | | | DESIGN_COMPLEXITY <= -4.232378: TRUE (2.0) | | | DESIGN_COMPLEXITY > -4.232378: FALSE (17.0) | DECISION_DENSITY > -0.00068 | | LOC_CODE_AND_COMMENT <= 0.480314: FALSE (639.0) | | LOC_CODE_AND_COMMENT > 0.480314 | | | BRANCH_COUNT <= 1.994735 | | | | PARAMETER_COUNT <= 0.498743 | | | | | EDGE_COUNT <= 6.445522 | | | | | | LOC_BLANK <= 1.481788: FALSE (6.0) | | | | | | LOC_BLANK > 1.481788 | | | | | | | CYCLOMATIC_DENSITY <= 0.154457 | | | | | | | | LOC_EXECUTABLE <= 16.488608: FALSE (11.0/1.0) | | | | | | | | LOC_EXECUTABLE > 16.488608: TRUE (4.0/1.0) | | | | | | | CYCLOMATIC_DENSITY > 0.154457: TRUE (8.0/1.0) | | | | | EDGE_COUNT > 6.445522: TRUE (5.0) | | | | PARAMETER_COUNT > 0.498743 | | | | | EDGE_COUNT <= 2.481708 | | | | | | PARAMETER_COUNT <= 1.498862 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.477403: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.477403: TRUE (5.0/1.0) | | | | | | PARAMETER_COUNT > 1.498862: FALSE (3.0) | | | | | EDGE_COUNT > 2.481708: FALSE (17.0) | | | BRANCH_COUNT > 1.994735: FALSE (84.0/1.0) DECISION_DENSITY > 0 | DECISION_DENSITY <= 1.996634 | | HALSTEAD_ERROR_EST <= 0.326237 | | | NUM_UNIQUE_OPERANDS <= -16.90855 | | | | NUM_OPERATORS <= 113.086597: TRUE (23.0/1.0) | | | | NUM_OPERATORS > 113.086597 | | | | | CYCLOMATIC_COMPLEXITY <= 6.575337 | | | | | | EDGE_COUNT <= 37.385936: FALSE (6.0) | | | | | | EDGE_COUNT > 37.385936: TRUE (2.0) | | | | | CYCLOMATIC_COMPLEXITY > 6.575337: TRUE (5.0) | | | NUM_UNIQUE_OPERANDS > -16.90855 | | | | DESIGN_COMPLEXITY <= 6.669302 | | | | | HALSTEAD_LENGTH <= 14.224683 | | | | | | BRANCH_COUNT <= -10.533652: FALSE (13.0) | | | | | | BRANCH_COUNT > -10.533652 | | | | | | | ESSENTIAL_COMPLEXITY <= 4.012255 | | | | | | | | LOC_COMMENTS <= -3.044497 | | | | | | | | | LOC_BLANK <= 8.166926: TRUE (12.0) | | | | | | | | | LOC_BLANK > 8.166926 | | | | | | | | | | LOC_CODE_AND_COMMENT <= 1.339321: TRUE (2.0) | | | | | | | | | | LOC_CODE_AND_COMMENT > 1.339321: FALSE (4.0) | | | | | | | | LOC_COMMENTS > -3.044497 | | | | | | | | | DECISION_DENSITY <= 0.31656: TRUE (8.0/1.0) | | | | | | | | | DECISION_DENSITY > 0.31656 | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 48.038986 | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 0.611833: FALSE (18.0) | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 0.611833 | | | | | | | | | | | | BRANCH_COUNT <= 6.178714 | | | | | | | | | | | | | DECISION_DENSITY <= 1.049927 | | | | | | | | | | | | | | BRANCH_COUNT <= -2.474259: FALSE (5.0) | | | | | | | | | | | | | | BRANCH_COUNT > -2.474259: TRUE (2.0) | | | | | | | | | | | | | DECISION_DENSITY > 1.049927: TRUE (6.0) | | | | | | | | | | | | BRANCH_COUNT > 6.178714 | | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= -7.19846: TRUE (2.0) | | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > -7.19846: FALSE (15.0) | | | | | | | | | | NUM_UNIQUE_OPERANDS > 48.038986: TRUE (4.0) | | | | | | | ESSENTIAL_COMPLEXITY > 4.012255 | | | | | | | | HALSTEAD_LEVEL <= 0.251457 | | | | | | | | | HALSTEAD_LEVEL <= -0.084418: TRUE (2.0) | | | | | | | | | HALSTEAD_LEVEL > -0.084418: FALSE (33.0/1.0) | | | | | | | | HALSTEAD_LEVEL > 0.251457 | | | | | | | | | EDGE_COUNT <= 17.095284: TRUE (4.0) | | | | | | | | | EDGE_COUNT > 17.095284: FALSE (2.0) | | | | | HALSTEAD_LENGTH > 14.224683 | | | | | | HALSTEAD_LEVEL <= -0.04687 | | | | | | | NUM_OPERANDS <= 53.413221: TRUE (16.0) | | | | | | | NUM_OPERANDS > 53.413221 | | | | | | | | LOC_EXECUTABLE <= 8.366501: TRUE (5.0) | | | | | | | | LOC_EXECUTABLE > 8.366501 | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 2.957522: TRUE (2.0) | | | | | | | | | CYCLOMATIC_COMPLEXITY > 2.957522: FALSE (5.0) | | | | | | HALSTEAD_LEVEL > -0.04687 | | | | | | | CONDITION_COUNT <= 19.922987 | | | | | | | | LOC_BLANK <= 15.073378: FALSE (185.0/90.0) | | | | | | | | LOC_BLANK > 15.073378 | | | | | | | | | HALSTEAD_PROG_TIME <= -3702.801391: FALSE (3.0) | | | | | | | | | HALSTEAD_PROG_TIME > -3702.801391 | | | | | | | | | | NUM_OPERANDS <= -28.06932 | | | | | | | | | | | PARAMETER_COUNT <= 0.76578: FALSE (4.0) | | | | | | | | | | | PARAMETER_COUNT > 0.76578: TRUE (5.0/1.0) | | | | | | | | | | NUM_OPERANDS > -28.06932: TRUE (28.0/1.0) | | | | | | | CONDITION_COUNT > 19.922987 | | | | | | | | NUM_OPERATORS <= 214.510319 | | | | | | | | | HALSTEAD_ERROR_EST <= -0.662377: TRUE (3.0) | | | | | | | | | HALSTEAD_ERROR_EST > -0.662377 | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.470179 | | | | | | | | | | | BRANCH_COUNT <= 1.692278: TRUE (4.0) | | | | | | | | | | | BRANCH_COUNT > 1.692278 | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 9.108877: FALSE (10.0) | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 9.108877: TRUE (4.0/1.0) | | | | | | | | | | MAINTENANCE_SEVERITY > 0.470179 | | | | | | | | | | | HALSTEAD_VOLUME <= 1901.52: FALSE (27.0) | | | | | | | | | | | HALSTEAD_VOLUME > 1901.52 | | | | | | | | | | | | BRANCH_COUNT <= 3: TRUE (2.0) | | | | | | | | | | | | BRANCH_COUNT > 3: FALSE (3.0) | | | | | | | | NUM_OPERATORS > 214.510319: TRUE (5.0) | | | | DESIGN_COMPLEXITY > 6.669302 | | | | | HALSTEAD_LEVEL <= 0.132762 | | | | | | HALSTEAD_LEVEL <= 0.005195 | | | | | | | HALSTEAD_CONTENT <= -39.128125: TRUE (3.0) | | | | | | | HALSTEAD_CONTENT > -39.128125 | | | | | | | | NODE_COUNT <= 34.720299: FALSE (17.0) | | | | | | | | NODE_COUNT > 34.720299: TRUE (3.0/1.0) | | | | | | HALSTEAD_LEVEL > 0.005195: FALSE (30.0) | | | | | HALSTEAD_LEVEL > 0.132762 | | | | | | HALSTEAD_CONTENT <= 32.231553 | | | | | | | LOC_TOTAL <= 24.156473 | | | | | | | | DESIGN_COMPLEXITY <= 8.36257: FALSE (8.0) | | | | | | | | DESIGN_COMPLEXITY > 8.36257: TRUE (8.0/2.0) | | | | | | | LOC_TOTAL > 24.156473: TRUE (10.0) | | | | | | HALSTEAD_CONTENT > 32.231553 | | | | | | | MODIFIED_CONDITION_COUNT <= 4.843897: FALSE (19.0/1.0) | | | | | | | MODIFIED_CONDITION_COUNT > 4.843897 | | | | | | | | MODIFIED_CONDITION_COUNT <= 6.743578: TRUE (4.0) | | | | | | | | MODIFIED_CONDITION_COUNT > 6.743578: FALSE (3.0) | | HALSTEAD_ERROR_EST > 0.326237 | | | HALSTEAD_ERROR_EST <= 0.641681: TRUE (230.0/80.0) | | | HALSTEAD_ERROR_EST > 0.641681: FALSE (127.0/56.0) | DECISION_DENSITY > 1.996634 | | LOC_CODE_AND_COMMENT <= 7.650161 | | | DECISION_COUNT <= 1.951177 | | | | HALSTEAD_LEVEL <= 0.208904 | | | | | MULTIPLE_CONDITION_COUNT <= 11.824303: TRUE (61.0/24.0) | | | | | MULTIPLE_CONDITION_COUNT > 11.824303: FALSE (7.0) | | | | HALSTEAD_LEVEL > 0.208904: TRUE (20.0/2.0) | | | DECISION_COUNT > 1.951177 | | | | HALSTEAD_EFFORT <= -1555.358158 | | | | | CYCLOMATIC_COMPLEXITY <= -2.989654: FALSE (5.0) | | | | | CYCLOMATIC_COMPLEXITY > -2.989654 | | | | | | LOC_TOTAL <= 27.986181 | | | | | | | HALSTEAD_DIFFICULTY <= 38.852225: TRUE (20.0) | | | | | | | HALSTEAD_DIFFICULTY > 38.852225: FALSE (3.0/1.0) | | | | | | LOC_TOTAL > 27.986181 | | | | | | | PARAMETER_COUNT <= 0.171551: FALSE (5.0) | | | | | | | PARAMETER_COUNT > 0.171551: TRUE (5.0/1.0) | | | | HALSTEAD_EFFORT > -1555.358158 | | | | | LOC_CODE_AND_COMMENT <= 0.719145 | | | | | | LOC_CODE_AND_COMMENT <= -0.558907 | | | | | | | HALSTEAD_LENGTH <= -53.358948: TRUE (6.0) | | | | | | | HALSTEAD_LENGTH > -53.358948 | | | | | | | | MAINTENANCE_SEVERITY <= 0.252277: TRUE (4.0) | | | | | | | | MAINTENANCE_SEVERITY > 0.252277 | | | | | | | | | DESIGN_DENSITY <= 0.603739 | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.19: FALSE (5.0/1.0) | | | | | | | | | | HALSTEAD_ERROR_EST > 0.19: TRUE (4.0) | | | | | | | | | DESIGN_DENSITY > 0.603739: FALSE (11.0) | | | | | | LOC_CODE_AND_COMMENT > -0.558907: FALSE (264.0/4.0) | | | | | LOC_CODE_AND_COMMENT > 0.719145 | | | | | | DESIGN_COMPLEXITY <= 6.945922 | | | | | | | PERCENT_COMMENTS <= 43.900598 | | | | | | | | CONDITION_COUNT <= 26.599934 | | | | | | | | | LOC_BLANK <= 1.788812 | | | | | | | | | | LOC_COMMENTS <= 10.356535: FALSE (22.0/1.0) | | | | | | | | | | LOC_COMMENTS > 10.356535: TRUE (2.0) | | | | | | | | | LOC_BLANK > 1.788812 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 1.157369 | | | | | | | | | | | DECISION_DENSITY <= 2.021866 | | | | | | | | | | | | LOC_COMMENTS <= 14 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 4.47853 | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 5.497907: FALSE (110.0/55.0) | | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 5.497907 | | | | | | | | | | | | | | | LOC_TOTAL <= 32: FALSE (11.0) | | | | | | | | | | | | | | | LOC_TOTAL > 32 | | | | | | | | | | | | | | | | PERCENT_COMMENTS <= 22.730791: FALSE (4.0) | | | | | | | | | | | | | | | | PERCENT_COMMENTS > 22.730791: TRUE (7.0/1.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 4.47853 | | | | | | | | | | | | | | DECISION_COUNT <= 4.992386: FALSE (4.0) | | | | | | | | | | | | | | DECISION_COUNT > 4.992386: TRUE (13.0/1.0) | | | | | | | | | | | | LOC_COMMENTS > 14: FALSE (10.0/1.0) | | | | | | | | | | | DECISION_DENSITY > 2.021866 | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 7.179495: FALSE (4.0/1.0) | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 7.179495: TRUE (6.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 1.157369 | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 10.5: TRUE (5.0) | | | | | | | | | | | HALSTEAD_DIFFICULTY > 10.5 | | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.65: FALSE (14.0) | | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.65 | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 9.503732: TRUE (3.0) | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 9.503732 | | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 1.494103: FALSE (9.0) | | | | | | | | | | | | | | DESIGN_COMPLEXITY > 1.494103 | | | | | | | | | | | | | | | BRANCH_COUNT <= 14 | | | | | | | | | | | | | | | | DESIGN_COMPLEXITY <= 2.489611 | | | | | | | | | | | | | | | | | BRANCH_COUNT <= 6: FALSE (4.0/1.0) | | | | | | | | | | | | | | | | | BRANCH_COUNT > 6: TRUE (2.0) | | | | | | | | | | | | | | | | DESIGN_COMPLEXITY > 2.489611: FALSE (12.0/1.0) | | | | | | | | | | | | | | | BRANCH_COUNT > 14: TRUE (2.0) | | | | | | | | CONDITION_COUNT > 26.599934 | | | | | | | | | HALSTEAD_LEVEL <= 0.014991 | | | | | | | | | | CALL_PAIRS <= 4: FALSE (2.0) | | | | | | | | | | CALL_PAIRS > 4: TRUE (2.0) | | | | | | | | | HALSTEAD_LEVEL > 0.014991: FALSE (27.0/1.0) | | | | | | | PERCENT_COMMENTS > 43.900598: FALSE (57.0/4.0) | | | | | | DESIGN_COMPLEXITY > 6.945922: FALSE (21.0) | | LOC_CODE_AND_COMMENT > 7.650161 | | | ESSENTIAL_COMPLEXITY <= 10.771421 | | | | LOC_BLANK <= 15.435122 | | | | | PERCENT_COMMENTS <= 30.421785 | | | | | | NODE_COUNT <= 15.160275: TRUE (13.0/1.0) | | | | | | NODE_COUNT > 15.160275 | | | | | | | NUM_OPERATORS <= 51.205254: FALSE (7.0) | | | | | | | NUM_OPERATORS > 51.205254 | | | | | | | | HALSTEAD_EFFORT <= 31240.958421: TRUE (5.0) | | | | | | | | HALSTEAD_EFFORT > 31240.958421: FALSE (4.0/1.0) | | | | | PERCENT_COMMENTS > 30.421785: TRUE (43.0/1.0) | | | | LOC_BLANK > 15.435122 | | | | | ESSENTIAL_DENSITY <= 0.025278 | | | | | | CYCLOMATIC_DENSITY <= 0.134615: TRUE (17.0/1.0) | | | | | | CYCLOMATIC_DENSITY > 0.134615 | | | | | | | NUMBER_OF_LINES <= 153 | | | | | | | | LOC_CODE_AND_COMMENT <= 10.498163 | | | | | | | | | CALL_PAIRS <= 9: FALSE (15.0/1.0) | | | | | | | | | CALL_PAIRS > 9: TRUE (2.0) | | | | | | | | LOC_CODE_AND_COMMENT > 10.498163 | | | | | | | | | PARAMETER_COUNT <= 1.498862 | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.224996: TRUE (11.0) | | | | | | | | | | CYCLOMATIC_DENSITY > 0.224996: FALSE (2.0) | | | | | | | | | PARAMETER_COUNT > 1.498862: FALSE (2.0) | | | | | | | NUMBER_OF_LINES > 153: FALSE (8.0) | | | | | ESSENTIAL_DENSITY > 0.025278: FALSE (4.0) | | | ESSENTIAL_COMPLEXITY > 10.771421: FALSE (9.0) Number of Leaves : 121 Size of the tree : 241 J48 pruned tree ------------------ ESSENTIAL_DENSITY <= -0.015775: TRUE (565.0/258.0) ESSENTIAL_DENSITY > -0.015775 | ESSENTIAL_DENSITY <= 0.012396 | | LOC_CODE_AND_COMMENT <= 0 | | | LOC_CODE_AND_COMMENT <= -0.066819 | | | | NODE_COUNT <= 25.34419 | | | | | NUM_OPERANDS <= 88.197301 | | | | | | MULTIPLE_CONDITION_COUNT <= -4.293028: FALSE (2.0) | | | | | | MULTIPLE_CONDITION_COUNT > -4.293028: TRUE (9.0/1.0) | | | | | NUM_OPERANDS > 88.197301: FALSE (5.0) | | | | NODE_COUNT > 25.34419: FALSE (9.0) | | | LOC_CODE_AND_COMMENT > -0.066819: FALSE (827.0/4.0) | | LOC_CODE_AND_COMMENT > 0 | | | LOC_CODE_AND_COMMENT <= 9.014611 | | | | BRANCH_COUNT <= 18.214318 | | | | | LOC_COMMENTS <= 14.462347 | | | | | | LOC_BLANK <= 1.49439: FALSE (37.0/2.0) | | | | | | LOC_BLANK > 1.49439 | | | | | | | DECISION_DENSITY <= 0.199759 | | | | | | | | PARAMETER_COUNT <= 0.499037 | | | | | | | | | BRANCH_COUNT <= 1.989124 | | | | | | | | | | EDGE_COUNT <= 6.474865 | | | | | | | | | | | LOC_BLANK <= 3.472373: TRUE (8.0/1.0) | | | | | | | | | | | LOC_BLANK > 3.472373 | | | | | | | | | | | | LOC_BLANK <= 8.489168 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 3.493565: FALSE (5.0/1.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 3.493565: TRUE (2.0) | | | | | | | | | | | | LOC_BLANK > 8.489168: FALSE (4.0) | | | | | | | | | | EDGE_COUNT > 6.474865: TRUE (4.0) | | | | | | | | | BRANCH_COUNT > 1.989124: FALSE (12.0) | | | | | | | | PARAMETER_COUNT > 0.499037: FALSE (41.0/4.0) | | | | | | | DECISION_DENSITY > 0.199759 | | | | | | | | LOC_CODE_AND_COMMENT <= 7.495815 | | | | | | | | | NUM_OPERANDS <= 94.443463 | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 1.496176 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.204111 | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.064972: FALSE (7.0) | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.064972: TRUE (98.0/44.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.204111 | | | | | | | | | | | | LOC_BLANK <= 3.472373 | | | | | | | | | | | | | BRANCH_COUNT <= 5.695585 | | | | | | | | | | | | | | HALSTEAD_CONTENT <= 9.86: FALSE (2.0) | | | | | | | | | | | | | | HALSTEAD_CONTENT > 9.86: TRUE (9.0) | | | | | | | | | | | | | BRANCH_COUNT > 5.695585: FALSE (3.0) | | | | | | | | | | | | LOC_BLANK > 3.472373 | | | | | | | | | | | | | CALL_PAIRS <= 4.499247 | | | | | | | | | | | | | | LOC_BLANK <= 8 | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 12.493092: FALSE (11.0) | | | | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 12.493092 | | | | | | | | | | | | | | | | DECISION_COUNT <= 4.992629 | | | | | | | | | | | | | | | | | EDGE_COUNT <= 10.482746: TRUE (2.0) | | | | | | | | | | | | | | | | | EDGE_COUNT > 10.482746: FALSE (5.0) | | | | | | | | | | | | | | | | DECISION_COUNT > 4.992629: TRUE (3.0) | | | | | | | | | | | | | | LOC_BLANK > 8: FALSE (21.0/1.0) | | | | | | | | | | | | | CALL_PAIRS > 4.499247 | | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.23: TRUE (3.0) | | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.23: FALSE (2.0) | | | | | | | | | | ESSENTIAL_COMPLEXITY > 1.496176: FALSE (31.0/5.0) | | | | | | | | | NUM_OPERANDS > 94.443463: TRUE (10.0/1.0) | | | | | | | | LOC_CODE_AND_COMMENT > 7.495815 | | | | | | | | | DECISION_COUNT <= 12.964632: TRUE (12.0) | | | | | | | | | DECISION_COUNT > 12.964632: FALSE (2.0) | | | | | LOC_COMMENTS > 14.462347 | | | | | | CYCLOMATIC_DENSITY <= 0.094847 | | | | | | | CALL_PAIRS <= 2.496577 | | | | | | | | LOC_COMMENTS <= 19.349238: FALSE (2.0) | | | | | | | | LOC_COMMENTS > 19.349238: TRUE (3.0) | | | | | | | CALL_PAIRS > 2.496577: FALSE (7.0) | | | | | | CYCLOMATIC_DENSITY > 0.094847: FALSE (58.0) | | | | BRANCH_COUNT > 18.214318 | | | | | NUM_OPERANDS <= 200.830279: FALSE (73.0) | | | | | NUM_OPERANDS > 200.830279 | | | | | | LOC_COMMENTS <= 14: FALSE (7.0) | | | | | | LOC_COMMENTS > 14: TRUE (2.0) | | | LOC_CODE_AND_COMMENT > 9.014611 | | | | CYCLOMATIC_COMPLEXITY <= 13.480265 | | | | | ESSENTIAL_DENSITY <= 0 | | | | | | ESSENTIAL_DENSITY <= -0.000967: TRUE (3.0) | | | | | | ESSENTIAL_DENSITY > -0.000967 | | | | | | | DECISION_DENSITY <= 0.998514 | | | | | | | | LOC_BLANK <= 8: FALSE (2.0) | | | | | | | | LOC_BLANK > 8: TRUE (2.0) | | | | | | | DECISION_DENSITY > 0.998514 | | | | | | | | DESIGN_COMPLEXITY <= 4.49083: TRUE (35.0/1.0) | | | | | | | | DESIGN_COMPLEXITY > 4.49083 | | | | | | | | | LOC_COMMENTS <= 6.480742: FALSE (3.0) | | | | | | | | | LOC_COMMENTS > 6.480742 | | | | | | | | | | LOC_BLANK <= 32: TRUE (10.0) | | | | | | | | | | LOC_BLANK > 32: FALSE (2.0) | | | | | ESSENTIAL_DENSITY > 0: FALSE (3.0) | | | | CYCLOMATIC_COMPLEXITY > 13.480265 | | | | | LOC_CODE_AND_COMMENT <= 19: FALSE (12.0) | | | | | LOC_CODE_AND_COMMENT > 19 | | | | | | LOC_BLANK <= 29.428063: TRUE (5.0) | | | | | | LOC_BLANK > 29.428063: FALSE (6.0) | ESSENTIAL_DENSITY > 0.012396: FALSE (930.0/403.0) Number of Leaves : 49 Size of the tree : 97 J48 pruned tree ------------------ DECISION_DENSITY <= 0.001549 | DECISION_DENSITY <= -0.002412: TRUE (261.0/118.0) | DECISION_DENSITY > -0.002412 | | LOC_CODE_AND_COMMENT <= 0.495991: FALSE (639.0) | | LOC_CODE_AND_COMMENT > 0.495991 | | | BRANCH_COUNT <= 1.974067 | | | | PARAMETER_COUNT <= 0.498442 | | | | | LOC_BLANK <= 1.477867: FALSE (7.0) | | | | | LOC_BLANK > 1.477867 | | | | | | EDGE_COUNT <= 6.444761 | | | | | | | CYCLOMATIC_DENSITY <= 0.154515 | | | | | | | | LOC_EXECUTABLE <= 16.485599: FALSE (11.0/1.0) | | | | | | | | LOC_EXECUTABLE > 16.485599: TRUE (4.0/1.0) | | | | | | | CYCLOMATIC_DENSITY > 0.154515: TRUE (8.0/1.0) | | | | | | EDGE_COUNT > 6.444761: TRUE (5.0) | | | | PARAMETER_COUNT > 0.498442 | | | | | EDGE_COUNT <= 2.426202 | | | | | | PARAMETER_COUNT <= 1.499684 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.489894: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.489894: TRUE (5.0/1.0) | | | | | | PARAMETER_COUNT > 1.499684: FALSE (3.0) | | | | | EDGE_COUNT > 2.426202: FALSE (17.0) | | | BRANCH_COUNT > 1.974067: FALSE (85.0/1.0) DECISION_DENSITY > 0.001549 | DECISION_DENSITY <= 1.965999: TRUE (940.0/448.0) | DECISION_DENSITY > 1.965999 | | HALSTEAD_CONTENT <= 64.06 | | | LOC_CODE_AND_COMMENT <= 0.014505 | | | | LOC_CODE_AND_COMMENT <= -0.447953 | | | | | BRANCH_COUNT <= 2.970012 | | | | | | CALL_PAIRS <= -1.033764: FALSE (2.0) | | | | | | CALL_PAIRS > -1.033764 | | | | | | | ESSENTIAL_DENSITY <= -0.036049 | | | | | | | | LOC_BLANK <= 2.602267: FALSE (2.0) | | | | | | | | LOC_BLANK > 2.602267: TRUE (2.0) | | | | | | | ESSENTIAL_DENSITY > -0.036049: TRUE (14.0) | | | | | BRANCH_COUNT > 2.970012 | | | | | | LOC_BLANK <= 16.949307 | | | | | | | EDGE_COUNT <= 11: FALSE (15.0) | | | | | | | EDGE_COUNT > 11 | | | | | | | | HALSTEAD_DIFFICULTY <= 4.2: FALSE (6.0) | | | | | | | | HALSTEAD_DIFFICULTY > 4.2 | | | | | | | | | DESIGN_COMPLEXITY <= 2.806925: TRUE (8.0) | | | | | | | | | DESIGN_COMPLEXITY > 2.806925: FALSE (6.0/1.0) | | | | | | LOC_BLANK > 16.949307: TRUE (4.0) | | | | LOC_CODE_AND_COMMENT > -0.447953: FALSE (256.0/4.0) | | | LOC_CODE_AND_COMMENT > 0.014505 | | | | LOC_BLANK <= 27.496102 | | | | | LOC_CODE_AND_COMMENT <= 7.175698 | | | | | | PERCENT_COMMENTS <= 43.9 | | | | | | | CYCLOMATIC_COMPLEXITY <= 9.106418 | | | | | | | | PARAMETER_COUNT <= 2.36578 | | | | | | | | | DESIGN_COMPLEXITY <= 0.966298 | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 8.28095: TRUE (12.0) | | | | | | | | | | MULTIPLE_CONDITION_COUNT > 8.28095 | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 1.526843: TRUE (2.0) | | | | | | | | | | | LOC_CODE_AND_COMMENT > 1.526843: FALSE (4.0) | | | | | | | | | DESIGN_COMPLEXITY > 0.966298: FALSE (227.0/97.0) | | | | | | | | PARAMETER_COUNT > 2.36578 | | | | | | | | | PERCENT_COMMENTS <= 8.708127: TRUE (3.0) | | | | | | | | | PERCENT_COMMENTS > 8.708127: FALSE (23.0/1.0) | | | | | | | CYCLOMATIC_COMPLEXITY > 9.106418 | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.282606 | | | | | | | | | LOC_COMMENTS <= 20.493864: FALSE (34.0) | | | | | | | | | LOC_COMMENTS > 20.493864 | | | | | | | | | | DESIGN_COMPLEXITY <= 2.568303: TRUE (2.0) | | | | | | | | | | DESIGN_COMPLEXITY > 2.568303: FALSE (4.0) | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.282606 | | | | | | | | | DECISION_DENSITY <= 2.930584: TRUE (5.0) | | | | | | | | | DECISION_DENSITY > 2.930584: FALSE (4.0) | | | | | | PERCENT_COMMENTS > 43.9 | | | | | | | NODE_COUNT <= 25 | | | | | | | | PARAMETER_COUNT <= 2.497076: FALSE (42.0) | | | | | | | | PARAMETER_COUNT > 2.497076 | | | | | | | | | LOC_COMMENTS <= 7: TRUE (2.0) | | | | | | | | | LOC_COMMENTS > 7: FALSE (6.0) | | | | | | | NODE_COUNT > 25: TRUE (3.0/1.0) | | | | | LOC_CODE_AND_COMMENT > 7.175698 | | | | | | HALSTEAD_LEVEL <= 0.176561 | | | | | | | LOC_COMMENTS <= 22.474298 | | | | | | | | HALSTEAD_LENGTH <= 425 | | | | | | | | | DESIGN_COMPLEXITY <= 9.347855: TRUE (66.0/8.0) | | | | | | | | | DESIGN_COMPLEXITY > 9.347855: FALSE (5.0/1.0) | | | | | | | | HALSTEAD_LENGTH > 425: FALSE (4.0) | | | | | | | LOC_COMMENTS > 22.474298: FALSE (4.0) | | | | | | HALSTEAD_LEVEL > 0.176561: FALSE (5.0) | | | | LOC_BLANK > 27.496102 | | | | | LOC_CODE_AND_COMMENT <= 17: FALSE (37.0) | | | | | LOC_CODE_AND_COMMENT > 17 | | | | | | NUM_UNIQUE_OPERATORS <= 23.472689: TRUE (2.0) | | | | | | NUM_UNIQUE_OPERATORS > 23.472689: FALSE (6.0) | | HALSTEAD_CONTENT > 64.06 | | | HALSTEAD_PROG_TIME <= 5910.283659 | | | | HALSTEAD_CONTENT <= 174.269942 | | | | | NUMBER_OF_LINES <= 137: TRUE (84.0/32.0) | | | | | NUMBER_OF_LINES > 137: FALSE (5.0) | | | | HALSTEAD_CONTENT > 174.269942: FALSE (7.0) | | | HALSTEAD_PROG_TIME > 5910.283659: TRUE (15.0/1.0) Number of Leaves : 50 Size of the tree : 99 J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= 0.042217 | LOC_CODE_AND_COMMENT <= -0.004168 | | PERCENT_COMMENTS <= -15.547831 | | | CONDITION_COUNT <= 1.551943 | | | | DESIGN_COMPLEXITY <= 2.70364: FALSE (2.0) | | | | DESIGN_COMPLEXITY > 2.70364: TRUE (4.0) | | | CONDITION_COUNT > 1.551943: TRUE (19.0) | | PERCENT_COMMENTS > -15.547831: FALSE (483.0/229.0) | LOC_CODE_AND_COMMENT > -0.004168: FALSE (895.0/4.0) LOC_CODE_AND_COMMENT > 0.042217 | BRANCH_COUNT <= 40.086311 | | LOC_COMMENTS <= 34 | | | EDGE_COUNT <= -23.259663 | | | | ESSENTIAL_DENSITY <= -0.191644 | | | | | DECISION_DENSITY <= -0.010744: TRUE (4.0) | | | | | DECISION_DENSITY > -0.010744: FALSE (10.0/1.0) | | | | ESSENTIAL_DENSITY > -0.191644 | | | | | CYCLOMATIC_COMPLEXITY <= 5.880688 | | | | | | HALSTEAD_DIFFICULTY <= 32.918606: TRUE (25.0) | | | | | | HALSTEAD_DIFFICULTY > 32.918606 | | | | | | | CYCLOMATIC_COMPLEXITY <= 0.13083: FALSE (2.0) | | | | | | | CYCLOMATIC_COMPLEXITY > 0.13083: TRUE (4.0) | | | | | CYCLOMATIC_COMPLEXITY > 5.880688 | | | | | | LOC_TOTAL <= 43.523447 | | | | | | | HALSTEAD_CONTENT <= 94.943704: TRUE (19.0/3.0) | | | | | | | HALSTEAD_CONTENT > 94.943704: FALSE (2.0) | | | | | | LOC_TOTAL > 43.523447: FALSE (7.0/1.0) | | | EDGE_COUNT > -23.259663 | | | | LOC_CODE_AND_COMMENT <= 13.801528 | | | | | CYCLOMATIC_DENSITY <= 0.604474 | | | | | | MODIFIED_CONDITION_COUNT <= -0.003393 | | | | | | | BRANCH_COUNT <= -12.566096: TRUE (15.0/1.0) | | | | | | | BRANCH_COUNT > -12.566096: FALSE (229.0/109.0) | | | | | | MODIFIED_CONDITION_COUNT > -0.003393 | | | | | | | MODIFIED_CONDITION_COUNT <= 0.021293 | | | | | | | | PARAMETER_COUNT <= 0.49197 | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 1.488741 | | | | | | | | | | LOC_BLANK <= 1.491988: FALSE (7.0) | | | | | | | | | | LOC_BLANK > 1.491988 | | | | | | | | | | | LOC_COMMENTS <= 7.455508 | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.154883 | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.04 | | | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.07: FALSE (3.0/1.0) | | | | | | | | | | | | | | HALSTEAD_LEVEL > 0.07: TRUE (5.0) | | | | | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.04: FALSE (4.0) | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.154883: TRUE (8.0/1.0) | | | | | | | | | | | LOC_COMMENTS > 7.455508: FALSE (7.0/1.0) | | | | | | | | | CYCLOMATIC_COMPLEXITY > 1.488741: FALSE (31.0) | | | | | | | | PARAMETER_COUNT > 0.49197: FALSE (64.0/5.0) | | | | | | | MODIFIED_CONDITION_COUNT > 0.021293 | | | | | | | | CYCLOMATIC_DENSITY <= 0.204751 | | | | | | | | | NUM_UNIQUE_OPERATORS <= 18.986267 | | | | | | | | | | DESIGN_COMPLEXITY <= 7.141191 | | | | | | | | | | | PERCENT_COMMENTS <= 43.934908 | | | | | | | | | | | | NODE_COUNT <= 34.811563: TRUE (244.0/109.0) | | | | | | | | | | | | NODE_COUNT > 34.811563 | | | | | | | | | | | | | HALSTEAD_LENGTH <= 142.341015: FALSE (13.0) | | | | | | | | | | | | | HALSTEAD_LENGTH > 142.341015 | | | | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.568091: FALSE (7.0/1.0) | | | | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.568091: TRUE (4.0) | | | | | | | | | | | PERCENT_COMMENTS > 43.934908 | | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.421428 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.648736: FALSE (23.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 6.648736 | | | | | | | | | | | | | | LOC_COMMENTS <= 14.48386: TRUE (6.0) | | | | | | | | | | | | | | LOC_COMMENTS > 14.48386: FALSE (6.0) | | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.421428: TRUE (3.0) | | | | | | | | | | DESIGN_COMPLEXITY > 7.141191 | | | | | | | | | | | HALSTEAD_CONTENT <= -15.341463: FALSE (3.0/1.0) | | | | | | | | | | | HALSTEAD_CONTENT > -15.341463: TRUE (16.0) | | | | | | | | | NUM_UNIQUE_OPERATORS > 18.986267 | | | | | | | | | | LOC_COMMENTS <= 12.329718 | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 5.865971 | | | | | | | | | | | | PARAMETER_COUNT <= 0.045756 | | | | | | | | | | | | | CALL_PAIRS <= 2.110765: FALSE (2.0) | | | | | | | | | | | | | CALL_PAIRS > 2.110765: TRUE (2.0) | | | | | | | | | | | | PARAMETER_COUNT > 0.045756: FALSE (13.0) | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > 5.865971 | | | | | | | | | | | | HALSTEAD_CONTENT <= 23.42: TRUE (7.0) | | | | | | | | | | | | HALSTEAD_CONTENT > 23.42 | | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.034698 | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.007991 | | | | | | | | | | | | | | | PARAMETER_COUNT <= 0.49197: FALSE (6.0/1.0) | | | | | | | | | | | | | | | PARAMETER_COUNT > 0.49197 | | | | | | | | | | | | | | | | LOC_BLANK <= 12.476232: FALSE (2.0) | | | | | | | | | | | | | | | | LOC_BLANK > 12.476232: TRUE (2.0) | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 6.007991: TRUE (6.0) | | | | | | | | | | | | | HALSTEAD_LEVEL > 0.034698: FALSE (6.0) | | | | | | | | | | LOC_COMMENTS > 12.329718: FALSE (23.0/1.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.204751 | | | | | | | | | CONDITION_COUNT <= 1.736988 | | | | | | | | | | PERCENT_COMMENTS <= 29.03462 | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= -5.890761: TRUE (8.0) | | | | | | | | | | | NUM_UNIQUE_OPERANDS > -5.890761 | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 8.197562 | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= -0.872951: FALSE (5.0) | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > -0.872951 | | | | | | | | | | | | | | HALSTEAD_PROG_TIME <= -3482.70733: FALSE (3.0) | | | | | | | | | | | | | | HALSTEAD_PROG_TIME > -3482.70733: TRUE (36.0/7.0) | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 8.197562: FALSE (8.0/1.0) | | | | | | | | | | PERCENT_COMMENTS > 29.03462 | | | | | | | | | | | CONDITION_COUNT <= -14.393184: TRUE (5.0/1.0) | | | | | | | | | | | CONDITION_COUNT > -14.393184: FALSE (17.0/1.0) | | | | | | | | | CONDITION_COUNT > 1.736988 | | | | | | | | | | NODE_COUNT <= 9.058277 | | | | | | | | | | | DECISION_DENSITY <= 0.114974: FALSE (9.0) | | | | | | | | | | | DECISION_DENSITY > 0.114974 | | | | | | | | | | | | NUM_UNIQUE_OPERATORS <= 19.008998 | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 3.661046 | | | | | | | | | | | | | | NUMBER_OF_LINES <= 27.469154 | | | | | | | | | | | | | | | HALSTEAD_VOLUME <= 271.05 | | | | | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.19 | | | | | | | | | | | | | | | | | HALSTEAD_VOLUME <= 100.858635: FALSE (15.0) | | | | | | | | | | | | | | | | | HALSTEAD_VOLUME > 100.858635 | | | | | | | | | | | | | | | | | | MODIFIED_CONDITION_COUNT <= 2.496991 | | | | | | | | | | | | | | | | | | | LOC_BLANK <= 1.491988: FALSE (5.0) | | | | | | | | | | | | | | | | | | | LOC_BLANK > 1.491988: TRUE (10.0/2.0) | | | | | | | | | | | | | | | | | | MODIFIED_CONDITION_COUNT > 2.496991: FALSE (5.0) | | | | | | | | | | | | | | | | HALSTEAD_LEVEL > 0.19: TRUE (7.0/1.0) | | | | | | | | | | | | | | | HALSTEAD_VOLUME > 271.05: TRUE (6.0) | | | | | | | | | | | | | | NUMBER_OF_LINES > 27.469154: FALSE (19.0/1.0) | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 3.661046 | | | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 0.321194: FALSE (3.0) | | | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > 0.321194: TRUE (13.0/1.0) | | | | | | | | | | | | NUM_UNIQUE_OPERATORS > 19.008998: TRUE (7.0) | | | | | | | | | | NODE_COUNT > 9.058277 | | | | | | | | | | | DECISION_DENSITY <= -0.2319 | | | | | | | | | | | | LOC_COMMENTS <= -8.542087: FALSE (3.0) | | | | | | | | | | | | LOC_COMMENTS > -8.542087 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 3.403109: FALSE (3.0/1.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 3.403109: TRUE (7.0) | | | | | | | | | | | DECISION_DENSITY > -0.2319 | | | | | | | | | | | | DECISION_DENSITY <= 2.045751 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.902954 | | | | | | | | | | | | | | PARAMETER_COUNT <= -0.039717 | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 9.067804: FALSE (5.0) | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 9.067804: TRUE (5.0/1.0) | | | | | | | | | | | | | | PARAMETER_COUNT > -0.039717: FALSE (122.0/6.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 6.902954 | | | | | | | | | | | | | | NODE_COUNT <= 24.02314: FALSE (11.0) | | | | | | | | | | | | | | NODE_COUNT > 24.02314 | | | | | | | | | | | | | | | LOC_COMMENTS <= 19.483944 | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 24 | | | | | | | | | | | | | | | | | NUM_OPERATORS <= -15.117763: FALSE (2.0) | | | | | | | | | | | | | | | | | NUM_OPERATORS > -15.117763: TRUE (10.0) | | | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 24 | | | | | | | | | | | | | | | | | MODIFIED_CONDITION_COUNT <= 10: FALSE (5.0) | | | | | | | | | | | | | | | | | MODIFIED_CONDITION_COUNT > 10: TRUE (3.0/1.0) | | | | | | | | | | | | | | | LOC_COMMENTS > 19.483944: FALSE (9.0) | | | | | | | | | | | | DECISION_DENSITY > 2.045751 | | | | | | | | | | | | | DECISION_COUNT <= 10.754532 | | | | | | | | | | | | | | NUMBER_OF_LINES <= 45.189041 | | | | | | | | | | | | | | | BRANCH_COUNT <= 11: FALSE (6.0/1.0) | | | | | | | | | | | | | | | BRANCH_COUNT > 11: TRUE (6.0) | | | | | | | | | | | | | | NUMBER_OF_LINES > 45.189041: FALSE (13.0) | | | | | | | | | | | | | DECISION_COUNT > 10.754532: TRUE (6.0) | | | | | CYCLOMATIC_DENSITY > 0.604474 | | | | | | HALSTEAD_ERROR_EST <= 0.781419: TRUE (145.0/54.0) | | | | | | HALSTEAD_ERROR_EST > 0.781419: FALSE (10.0/1.0) | | | | LOC_CODE_AND_COMMENT > 13.801528 | | | | | MULTIPLE_CONDITION_COUNT <= -3.037216: FALSE (6.0) | | | | | MULTIPLE_CONDITION_COUNT > -3.037216 | | | | | | PARAMETER_COUNT <= 1.622565 | | | | | | | NUM_UNIQUE_OPERATORS <= 25 | | | | | | | | LOC_COMMENTS <= 4.933954 | | | | | | | | | NUM_UNIQUE_OPERATORS <= 13.037818: TRUE (7.0) | | | | | | | | | NUM_UNIQUE_OPERATORS > 13.037818 | | | | | | | | | | DECISION_COUNT <= 7.143655: FALSE (5.0) | | | | | | | | | | DECISION_COUNT > 7.143655: TRUE (2.0) | | | | | | | | LOC_COMMENTS > 4.933954: TRUE (33.0) | | | | | | | NUM_UNIQUE_OPERATORS > 25: FALSE (4.0/1.0) | | | | | | PARAMETER_COUNT > 1.622565 | | | | | | | PARAMETER_COUNT <= 3.715188: FALSE (9.0/1.0) | | | | | | | PARAMETER_COUNT > 3.715188: TRUE (2.0) | | LOC_COMMENTS > 34: FALSE (27.0/1.0) | BRANCH_COUNT > 40.086311: FALSE (26.0) Number of Leaves : 89 Size of the tree : 177 J48 pruned tree ------------------ DECISION_DENSITY <= 0 | DECISION_DENSITY <= -0.003386 | | NUM_OPERANDS <= 98.275173: TRUE (215.0/93.0) | | NUM_OPERANDS > 98.275173 | | | PERCENT_COMMENTS <= 5.161708: FALSE (18.0) | | | PERCENT_COMMENTS > 5.161708 | | | | ESSENTIAL_COMPLEXITY <= 4.672435 | | | | | LOC_TOTAL <= 27.388767: FALSE (12.0) | | | | | LOC_TOTAL > 27.388767 | | | | | | ESSENTIAL_COMPLEXITY <= -0.202666: FALSE (5.0) | | | | | | ESSENTIAL_COMPLEXITY > -0.202666: TRUE (8.0/1.0) | | | | ESSENTIAL_COMPLEXITY > 4.672435: TRUE (8.0/1.0) | DECISION_DENSITY > -0.003386 | | LOC_CODE_AND_COMMENT <= 0.49946: FALSE (639.0) | | LOC_CODE_AND_COMMENT > 0.49946 | | | BRANCH_COUNT <= 1.994652 | | | | PARAMETER_COUNT <= 0.492228 | | | | | EDGE_COUNT <= 6.438488 | | | | | | LOC_BLANK <= 1.451726: FALSE (6.0) | | | | | | LOC_BLANK > 1.451726 | | | | | | | CYCLOMATIC_DENSITY <= 0.15412 | | | | | | | | LOC_EXECUTABLE <= 16.341135: FALSE (11.0/1.0) | | | | | | | | LOC_EXECUTABLE > 16.341135: TRUE (4.0/1.0) | | | | | | | CYCLOMATIC_DENSITY > 0.15412: TRUE (8.0/1.0) | | | | | EDGE_COUNT > 6.438488: TRUE (5.0) | | | | PARAMETER_COUNT > 0.492228 | | | | | EDGE_COUNT <= 2.447312 | | | | | | PARAMETER_COUNT <= 1.495138 | | | | | | | NUM_UNIQUE_OPERATORS <= 5.42653: FALSE (3.0) | | | | | | | NUM_UNIQUE_OPERATORS > 5.42653: TRUE (5.0/1.0) | | | | | | PARAMETER_COUNT > 1.495138: FALSE (3.0) | | | | | EDGE_COUNT > 2.447312: FALSE (17.0) | | | BRANCH_COUNT > 1.994652: FALSE (84.0/1.0) DECISION_DENSITY > 0 | DECISION_DENSITY <= 1.999883: TRUE (937.0/464.0) | DECISION_DENSITY > 1.999883 | | LOC_TOTAL <= -9.862312 | | | HALSTEAD_LENGTH <= -79.758003 | | | | CALL_PAIRS <= 4.864889: FALSE (5.0) | | | | CALL_PAIRS > 4.864889: TRUE (2.0) | | | HALSTEAD_LENGTH > -79.758003 | | | | DECISION_COUNT <= -5.3474: FALSE (2.0) | | | | DECISION_COUNT > -5.3474: TRUE (22.0/1.0) | | LOC_TOTAL > -9.862312 | | | LOC_CODE_AND_COMMENT <= 0.044015 | | | | LOC_CODE_AND_COMMENT <= -0.031702 | | | | | CYCLOMATIC_COMPLEXITY <= 7.811302 | | | | | | PERCENT_COMMENTS <= 8.653848 | | | | | | | NODE_COUNT <= 46.253148: FALSE (15.0/1.0) | | | | | | | NODE_COUNT > 46.253148: TRUE (2.0) | | | | | | PERCENT_COMMENTS > 8.653848 | | | | | | | DECISION_COUNT <= 8.020297 | | | | | | | | NUM_OPERANDS <= 76.161292 | | | | | | | | | PERCENT_COMMENTS <= 25.58: TRUE (7.0) | | | | | | | | | PERCENT_COMMENTS > 25.58 | | | | | | | | | | BRANCH_COUNT <= 9.320376: TRUE (4.0/1.0) | | | | | | | | | | BRANCH_COUNT > 9.320376: FALSE (5.0) | | | | | | | | NUM_OPERANDS > 76.161292: FALSE (6.0) | | | | | | | DECISION_COUNT > 8.020297: TRUE (9.0) | | | | | CYCLOMATIC_COMPLEXITY > 7.811302 | | | | | | MULTIPLE_CONDITION_COUNT <= -2.900145 | | | | | | | CALL_PAIRS <= 4.213989: FALSE (2.0) | | | | | | | CALL_PAIRS > 4.213989: TRUE (2.0) | | | | | | MULTIPLE_CONDITION_COUNT > -2.900145: TRUE (13.0) | | | | LOC_CODE_AND_COMMENT > -0.031702: FALSE (255.0/4.0) | | | LOC_CODE_AND_COMMENT > 0.044015 | | | | LOC_CODE_AND_COMMENT <= 9.923848 | | | | | LOC_BLANK <= 27.482361 | | | | | | PERCENT_COMMENTS <= 44.80705 | | | | | | | CONDITION_COUNT <= 31.866443 | | | | | | | | ESSENTIAL_COMPLEXITY <= 2.330463: FALSE (241.0/116.0) | | | | | | | | ESSENTIAL_COMPLEXITY > 2.330463 | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.08 | | | | | | | | | | PERCENT_COMMENTS <= 23.408039: TRUE (12.0) | | | | | | | | | | PERCENT_COMMENTS > 23.408039 | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.114487: TRUE (5.0/1.0) | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.114487: FALSE (7.0) | | | | | | | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.08 | | | | | | | | | | NODE_COUNT <= 8.424974 | | | | | | | | | | | LOC_COMMENTS <= 0.487796: TRUE (7.0) | | | | | | | | | | | LOC_COMMENTS > 0.487796 | | | | | | | | | | | | NUM_OPERATORS <= 27: TRUE (4.0/1.0) | | | | | | | | | | | | NUM_OPERATORS > 27: FALSE (7.0) | | | | | | | | | | NODE_COUNT > 8.424974 | | | | | | | | | | | LOC_BLANK <= 3.659242: FALSE (24.0) | | | | | | | | | | | LOC_BLANK > 3.659242 | | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.208195 | | | | | | | | | | | | | LOC_BLANK <= 6.528216: TRUE (4.0) | | | | | | | | | | | | | LOC_BLANK > 6.528216 | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 7.464054 | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 2.484558: FALSE (16.0) | | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 2.484558 | | | | | | | | | | | | | | | | CALL_PAIRS <= 2: TRUE (3.0) | | | | | | | | | | | | | | | | CALL_PAIRS > 2: FALSE (2.0) | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 7.464054: TRUE (3.0) | | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.208195: FALSE (24.0/1.0) | | | | | | | CONDITION_COUNT > 31.866443 | | | | | | | | HALSTEAD_CONTENT <= 103.339951: FALSE (31.0/1.0) | | | | | | | | HALSTEAD_CONTENT > 103.339951: TRUE (2.0) | | | | | | PERCENT_COMMENTS > 44.80705 | | | | | | | LOC_BLANK <= 8.447826 | | | | | | | | LOC_CODE_AND_COMMENT <= 6.497691 | | | | | | | | | CYCLOMATIC_DENSITY <= 0.323078: FALSE (8.0) | | | | | | | | | CYCLOMATIC_DENSITY > 0.323078 | | | | | | | | | | LOC_BLANK <= 5.22497: TRUE (2.0) | | | | | | | | | | LOC_BLANK > 5.22497: FALSE (2.0) | | | | | | | | LOC_CODE_AND_COMMENT > 6.497691: TRUE (5.0/1.0) | | | | | | | LOC_BLANK > 8.447826: FALSE (45.0/1.0) | | | | | LOC_BLANK > 27.482361: FALSE (33.0) | | | | LOC_CODE_AND_COMMENT > 9.923848 | | | | | EDGE_COUNT <= 64 | | | | | | NUM_UNIQUE_OPERATORS <= 7.602287: FALSE (6.0) | | | | | | NUM_UNIQUE_OPERATORS > 7.602287 | | | | | | | NUM_UNIQUE_OPERATORS <= 14.995766: TRUE (25.0) | | | | | | | NUM_UNIQUE_OPERATORS > 14.995766 | | | | | | | | CYCLOMATIC_DENSITY <= 0.224403 | | | | | | | | | ESSENTIAL_DENSITY <= 0.159814 | | | | | | | | | | HALSTEAD_DIFFICULTY <= 104.25 | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.302545: TRUE (19.0) | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.302545 | | | | | | | | | | | | LOC_BLANK <= 35.015636 | | | | | | | | | | | | | HALSTEAD_LEVEL <= 0.034432: TRUE (10.0) | | | | | | | | | | | | | HALSTEAD_LEVEL > 0.034432 | | | | | | | | | | | | | | LOC_BLANK <= 15.496679: FALSE (2.0) | | | | | | | | | | | | | | LOC_BLANK > 15.496679: TRUE (2.0) | | | | | | | | | | | | LOC_BLANK > 35.015636: FALSE (2.0) | | | | | | | | | | HALSTEAD_DIFFICULTY > 104.25: FALSE (2.0) | | | | | | | | | ESSENTIAL_DENSITY > 0.159814: FALSE (3.0/1.0) | | | | | | | | CYCLOMATIC_DENSITY > 0.224403 | | | | | | | | | PERCENT_COMMENTS <= 59.26: FALSE (6.0) | | | | | | | | | PERCENT_COMMENTS > 59.26: TRUE (2.0) | | | | | EDGE_COUNT > 64: FALSE (11.0/1.0) Number of Leaves : 67 Size of the tree : 133 J48 pruned tree ------------------ LOC_CODE_AND_COMMENT <= 0.002339: FALSE (1396.0/249.0) LOC_CODE_AND_COMMENT > 0.002339 | NUM_UNIQUE_OPERATORS <= 23.735057 | | LOC_CODE_AND_COMMENT <= 7.291538 | | | PERCENT_COMMENTS <= 60.464895 | | | | HALSTEAD_DIFFICULTY <= 4.085619 | | | | | CYCLOMATIC_COMPLEXITY <= 16 | | | | | | HALSTEAD_LEVEL <= 0.422521: TRUE (156.0/49.0) | | | | | | HALSTEAD_LEVEL > 0.422521 | | | | | | | LOC_EXECUTABLE <= 2.477117: FALSE (9.0) | | | | | | | LOC_EXECUTABLE > 2.477117: TRUE (3.0/1.0) | | | | | CYCLOMATIC_COMPLEXITY > 16: FALSE (10.0/1.0) | | | | HALSTEAD_DIFFICULTY > 4.085619 | | | | | LOC_BLANK <= 21.742022 | | | | | | HALSTEAD_PROG_TIME <= -798.703127 | | | | | | | NUM_OPERATORS <= 167 | | | | | | | | MAINTENANCE_SEVERITY <= 0.887187 | | | | | | | | | NUM_OPERANDS <= 39.553815 | | | | | | | | | | LOC_TOTAL <= 40.100008 | | | | | | | | | | | HALSTEAD_LENGTH <= -41.755117: FALSE (7.0) | | | | | | | | | | | HALSTEAD_LENGTH > -41.755117 | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= -8.24436: FALSE (5.0) | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > -8.24436 | | | | | | | | | | | | | LOC_EXECUTABLE <= -4.650708: FALSE (4.0) | | | | | | | | | | | | | LOC_EXECUTABLE > -4.650708 | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 1.329516: FALSE (5.0/1.0) | | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 1.329516 | | | | | | | | | | | | | | | PARAMETER_COUNT <= 1.402803: TRUE (16.0) | | | | | | | | | | | | | | | PARAMETER_COUNT > 1.402803 | | | | | | | | | | | | | | | | LOC_COMMENTS <= 6.256644: FALSE (3.0) | | | | | | | | | | | | | | | | LOC_COMMENTS > 6.256644: TRUE (2.0) | | | | | | | | | | LOC_TOTAL > 40.100008: TRUE (9.0) | | | | | | | | | NUM_OPERANDS > 39.553815 | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 0.344318 | | | | | | | | | | | BRANCH_COUNT <= 10.620081: FALSE (4.0/1.0) | | | | | | | | | | | BRANCH_COUNT > 10.620081: TRUE (7.0) | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 0.344318: TRUE (34.0) | | | | | | | | MAINTENANCE_SEVERITY > 0.887187 | | | | | | | | | DECISION_COUNT <= -1.712872: FALSE (9.0) | | | | | | | | | DECISION_COUNT > -1.712872 | | | | | | | | | | DECISION_DENSITY <= 1.512464 | | | | | | | | | | | HALSTEAD_ERROR_EST <= -0.013148: TRUE (3.0) | | | | | | | | | | | HALSTEAD_ERROR_EST > -0.013148: FALSE (11.0/1.0) | | | | | | | | | | DECISION_DENSITY > 1.512464: TRUE (6.0) | | | | | | | NUM_OPERATORS > 167 | | | | | | | | LOC_COMMENTS <= 4.128367 | | | | | | | | | HALSTEAD_DIFFICULTY <= 17.827184: FALSE (3.0) | | | | | | | | | HALSTEAD_DIFFICULTY > 17.827184: TRUE (3.0) | | | | | | | | LOC_COMMENTS > 4.128367: FALSE (13.0) | | | | | | HALSTEAD_PROG_TIME > -798.703127 | | | | | | | NUM_OPERANDS <= -55.211843 | | | | | | | | NUMBER_OF_LINES <= 53.284458 | | | | | | | | | CYCLOMATIC_DENSITY <= 0.205408: FALSE (8.0/1.0) | | | | | | | | | CYCLOMATIC_DENSITY > 0.205408 | | | | | | | | | | NUM_OPERATORS <= 226.253585: TRUE (12.0/1.0) | | | | | | | | | | NUM_OPERATORS > 226.253585: FALSE (2.0) | | | | | | | | NUMBER_OF_LINES > 53.284458: TRUE (14.0) | | | | | | | NUM_OPERANDS > -55.211843 | | | | | | | | MULTIPLE_CONDITION_COUNT <= -2.891574 | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.409199 | | | | | | | | | | LOC_BLANK <= 8.330444 | | | | | | | | | | | DECISION_COUNT <= 11.546414 | | | | | | | | | | | | HALSTEAD_VOLUME <= 2268.34: TRUE (25.0) | | | | | | | | | | | | HALSTEAD_VOLUME > 2268.34 | | | | | | | | | | | | | BRANCH_COUNT <= 3.719679: TRUE (2.0) | | | | | | | | | | | | | BRANCH_COUNT > 3.719679: FALSE (2.0) | | | | | | | | | | | DECISION_COUNT > 11.546414: FALSE (4.0) | | | | | | | | | | LOC_BLANK > 8.330444 | | | | | | | | | | | DESIGN_COMPLEXITY <= 2.928556 | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= -3.76653: TRUE (7.0) | | | | | | | | | | | | MULTIPLE_CONDITION_COUNT > -3.76653: FALSE (2.0) | | | | | | | | | | | DESIGN_COMPLEXITY > 2.928556 | | | | | | | | | | | | LOC_COMMENTS <= 6.761264: FALSE (10.0) | | | | | | | | | | | | LOC_COMMENTS > 6.761264: TRUE (2.0) | | | | | | | | | LOC_CODE_AND_COMMENT > 6.409199: FALSE (5.0) | | | | | | | | MULTIPLE_CONDITION_COUNT > -2.891574 | | | | | | | | | MULTIPLE_CONDITION_COUNT <= 0.066971 | | | | | | | | | | MULTIPLE_CONDITION_COUNT <= -0.158121 | | | | | | | | | | | HALSTEAD_DIFFICULTY <= 36.657981 | | | | | | | | | | | | HALSTEAD_ERROR_EST <= 0.047984: FALSE (12.0) | | | | | | | | | | | | HALSTEAD_ERROR_EST > 0.047984 | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY <= 2.101487: FALSE (6.0) | | | | | | | | | | | | | CYCLOMATIC_COMPLEXITY > 2.101487 | | | | | | | | | | | | | | DESIGN_DENSITY <= 0.565859: FALSE (2.0) | | | | | | | | | | | | | | DESIGN_DENSITY > 0.565859: TRUE (8.0) | | | | | | | | | | | HALSTEAD_DIFFICULTY > 36.657981: TRUE (6.0) | | | | | | | | | | MULTIPLE_CONDITION_COUNT > -0.158121 | | | | | | | | | | | BRANCH_COUNT <= 1.971623 | | | | | | | | | | | | EDGE_COUNT <= 7 | | | | | | | | | | | | | CALL_PAIRS <= 0.49833 | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS <= 7: TRUE (3.0) | | | | | | | | | | | | | | NUM_UNIQUE_OPERANDS > 7: FALSE (4.0/1.0) | | | | | | | | | | | | | CALL_PAIRS > 0.49833: FALSE (13.0/1.0) | | | | | | | | | | | | EDGE_COUNT > 7: TRUE (3.0) | | | | | | | | | | | BRANCH_COUNT > 1.971623: FALSE (55.0/1.0) | | | | | | | | | MULTIPLE_CONDITION_COUNT > 0.066971 | | | | | | | | | | DECISION_COUNT <= 9.743374 | | | | | | | | | | | MAINTENANCE_SEVERITY <= 0.45: TRUE (133.0/61.0) | | | | | | | | | | | MAINTENANCE_SEVERITY > 0.45: FALSE (230.0/82.0) | | | | | | | | | | DECISION_COUNT > 9.743374 | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 6.951848 | | | | | | | | | | | | HALSTEAD_LENGTH <= -3.697834 | | | | | | | | | | | | | CYCLOMATIC_DENSITY <= 0.312711: FALSE (5.0/1.0) | | | | | | | | | | | | | CYCLOMATIC_DENSITY > 0.312711: TRUE (5.0) | | | | | | | | | | | | HALSTEAD_LENGTH > -3.697834 | | | | | | | | | | | | | LOC_CODE_AND_COMMENT <= 2.997759: FALSE (27.0) | | | | | | | | | | | | | LOC_CODE_AND_COMMENT > 2.997759 | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY <= 2.966283 | | | | | | | | | | | | | | | LOC_TOTAL <= 31.118562: FALSE (10.0) | | | | | | | | | | | | | | | LOC_TOTAL > 31.118562 | | | | | | | | | | | | | | | | NUMBER_OF_LINES <= 72.373208 | | | | | | | | | | | | | | | | | LOC_BLANK <= 17.493391: TRUE (8.0) | | | | | | | | | | | | | | | | | LOC_BLANK > 17.493391: FALSE (2.0) | | | | | | | | | | | | | | | | NUMBER_OF_LINES > 72.373208: FALSE (3.0) | | | | | | | | | | | | | | ESSENTIAL_COMPLEXITY > 2.966283: FALSE (22.0/1.0) | | | | | | | | | | | LOC_CODE_AND_COMMENT > 6.951848: TRUE (5.0/1.0) | | | | | LOC_BLANK > 21.742022 | | | | | | MULTIPLE_CONDITION_COUNT <= 0.103741 | | | | | | | LOC_COMMENTS <= 2.067628: FALSE (7.0/1.0) | | | | | | | LOC_COMMENTS > 2.067628: TRUE (7.0/1.0) | | | | | | MULTIPLE_CONDITION_COUNT > 0.103741 | | | | | | | DESIGN_DENSITY <= 0.975535: FALSE (40.0/1.0) | | | | | | | DESIGN_DENSITY > 0.975535 | | | | | | | | NODE_COUNT <= 20.465964: FALSE (7.0) | | | | | | | | NODE_COUNT > 20.465964: TRUE (5.0/1.0) | | | PERCENT_COMMENTS > 60.464895 | | | | HALSTEAD_ERROR_EST <= -0.284733: TRUE (3.0) | | | | HALSTEAD_ERROR_EST > -0.284733: FALSE (41.0/2.0) | | LOC_CODE_AND_COMMENT > 7.291538: TRUE (340.0/147.0) | NUM_UNIQUE_OPERATORS > 23.735057 | | HALSTEAD_VOLUME <= -547.728318: TRUE (6.0/1.0) | | HALSTEAD_VOLUME > -547.728318 | | | NORMALIZED_CYLOMATIC_COMPLEXITY <= 0.144849 | | | | MAINTENANCE_SEVERITY <= 0.444876 | | | | | MAINTENANCE_SEVERITY <= 0.369714 | | | | | | CONDITION_COUNT <= 64 | | | | | | | LOC_CODE_AND_COMMENT <= 12: FALSE (11.0) | | | | | | | LOC_CODE_AND_COMMENT > 12 | | | | | | | | NUMBER_OF_LINES <= 148: TRUE (2.0) | | | | | | | | NUMBER_OF_LINES > 148: FALSE (3.0) | | | | | | CONDITION_COUNT > 64: TRUE (2.0) | | | | | MAINTENANCE_SEVERITY > 0.369714: TRUE (3.0) | | | | MAINTENANCE_SEVERITY > 0.444876: FALSE (18.0) | | | NORMALIZED_CYLOMATIC_COMPLEXITY > 0.144849: FALSE (46.0) Number of Leaves : 73 Size of the tree : 145 Number of classifier in the ensemble: 15