FilteredClassifier using weka.classifiers.trees.J48 -C 0.25 -M 2 on data filtered through weka.filters.supervised.attribute.Discretize -R first-last -precision 6 Filtered Header @relation tic-tac-toe-weka.filters.supervised.attribute.Discretize-Rfirst-last-precision6 @attribute top-left-square {b,o,x} @attribute top-middle-square {b,o,x} @attribute top-right-square {b,o,x} @attribute middle-left-square {b,o,x} @attribute middle-middle-square {b,o,x} @attribute middle-right-square {b,o,x} @attribute bottom-left-square {b,o,x} @attribute bottom-middle-square {b,o,x} @attribute bottom-right-square {b,o,x} @attribute Class {negative,positive} @data Classifier Model J48 pruned tree ------------------ middle-middle-square = b | top-left-square = b | | bottom-right-square = b: positive (0.0) | | bottom-right-square = o: negative (8.0) | | bottom-right-square = x: positive (20.0) | top-left-square = o | | bottom-right-square = b: negative (8.0) | | bottom-right-square = o: negative (4.0) | | bottom-right-square = x | | | top-right-square = b | | | | bottom-left-square = b: positive (0.0) | | | | bottom-left-square = o: negative (3.0) | | | | bottom-left-square = x: positive (6.0) | | | top-right-square = o | | | | top-middle-square = b: positive (3.0) | | | | top-middle-square = o: negative (7.0) | | | | top-middle-square = x: positive (3.0/1.0) | | | top-right-square = x: positive (20.0/3.0) | top-left-square = x | | bottom-right-square = b: positive (20.0) | | bottom-right-square = o | | | top-right-square = b | | | | bottom-left-square = b: positive (0.0) | | | | bottom-left-square = o: negative (3.0) | | | | bottom-left-square = x: positive (6.0) | | | top-right-square = o | | | | middle-right-square = b: positive (3.0) | | | | middle-right-square = o: negative (7.0) | | | | middle-right-square = x: positive (3.0/1.0) | | | top-right-square = x: positive (20.0/3.0) | | bottom-right-square = x: positive (16.0) middle-middle-square = o | top-left-square = b | | top-middle-square = b: positive (18.0/7.0) | | top-middle-square = o | | | bottom-middle-square = b: positive (3.0) | | | bottom-middle-square = o: negative (12.0) | | | bottom-middle-square = x: positive (10.0/1.0) | | top-middle-square = x: negative (26.0/5.0) | top-left-square = o | | bottom-right-square = b: negative (5.0) | | bottom-right-square = o: negative (50.0) | | bottom-right-square = x | | | top-middle-square = b: positive (15.0/1.0) | | | top-middle-square = o | | | | top-right-square = b: positive (3.0/1.0) | | | | top-right-square = o: negative (2.0) | | | | top-right-square = x: positive (8.0/1.0) | | | top-middle-square = x | | | | bottom-left-square = b: positive (3.0/1.0) | | | | bottom-left-square = o: negative (8.0/2.0) | | | | bottom-left-square = x | | | | | bottom-middle-square = b: negative (1.0) | | | | | bottom-middle-square = o: negative (3.0/1.0) | | | | | bottom-middle-square = x: positive (5.0) | top-left-square = x | | top-right-square = b | | | bottom-left-square = b: negative (6.0) | | | bottom-left-square = o: negative (3.0) | | | bottom-left-square = x | | | | middle-left-square = b: negative (3.0/1.0) | | | | middle-left-square = o: negative (7.0/1.0) | | | | middle-left-square = x: positive (14.0) | | top-right-square = o | | | bottom-left-square = b: negative (3.0) | | | bottom-left-square = o: negative (30.0) | | | bottom-left-square = x | | | | middle-left-square = b: negative (4.0/2.0) | | | | middle-left-square = o: negative (6.0/2.0) | | | | middle-left-square = x: positive (17.0) | | top-right-square = x | | | top-middle-square = b | | | | middle-left-square = b: positive (1.0) | | | | middle-left-square = o | | | | | middle-right-square = b: negative (0.0) | | | | | middle-right-square = o: negative (6.0) | | | | | middle-right-square = x: positive (2.0) | | | | middle-left-square = x: positive (4.0/1.0) | | | top-middle-square = o | | | | bottom-middle-square = b: positive (5.0/1.0) | | | | bottom-middle-square = o: negative (12.0) | | | | bottom-middle-square = x: negative (7.0/2.0) | | | top-middle-square = x: positive (38.0) middle-middle-square = x | top-left-square = b | | bottom-right-square = b: positive (30.0) | | bottom-right-square = o | | | middle-right-square = b | | | | bottom-left-square = b: positive (2.0) | | | | bottom-left-square = o | | | | | bottom-middle-square = b: negative (0.0) | | | | | bottom-middle-square = o: negative (3.0) | | | | | bottom-middle-square = x: positive (3.0) | | | | bottom-left-square = x: positive (7.0) | | | middle-right-square = o | | | | top-right-square = b: positive (3.0) | | | | top-right-square = o: negative (7.0) | | | | top-right-square = x: positive (10.0/1.0) | | | middle-right-square = x: positive (23.0/3.0) | | bottom-right-square = x: positive (20.0) | top-left-square = o | | top-right-square = b | | | middle-left-square = b: positive (7.0) | | | middle-left-square = o | | | | bottom-left-square = b: positive (3.0) | | | | bottom-left-square = o: negative (7.0) | | | | bottom-left-square = x: positive (4.0) | | | middle-left-square = x: positive (19.0) | | top-right-square = o | | | top-middle-square = b: positive (11.0/2.0) | | | top-middle-square = o: negative (21.0) | | | top-middle-square = x: positive (26.0/4.0) | | top-right-square = x | | | bottom-left-square = b: positive (9.0) | | | bottom-left-square = o: negative (26.0/10.0) | | | bottom-left-square = x: positive (45.0) | top-left-square = x | | bottom-right-square = b: positive (20.0) | | bottom-right-square = o | | | top-right-square = b | | | | bottom-left-square = b: positive (2.0) | | | | bottom-left-square = o | | | | | bottom-middle-square = b: positive (1.0) | | | | | bottom-middle-square = o: negative (5.0) | | | | | bottom-middle-square = x: positive (2.0) | | | | bottom-left-square = x: positive (3.0) | | | top-right-square = o | | | | middle-right-square = b: positive (5.0/1.0) | | | | middle-right-square = o: negative (12.0) | | | | middle-right-square = x | | | | | middle-left-square = b: negative (1.0) | | | | | middle-left-square = o: negative (3.0/1.0) | | | | | middle-left-square = x: positive (5.0) | | | top-right-square = x | | | | bottom-left-square = b: positive (3.0) | | | | bottom-left-square = o | | | | | top-middle-square = b: negative (3.0) | | | | | top-middle-square = o: negative (4.0) | | | | | top-middle-square = x: positive (3.0) | | | | bottom-left-square = x: positive (10.0) | | bottom-right-square = x: positive (90.0) Number of Leaves : 95 Size of the tree : 142