@relation predictions_lymphography

@attribute repeat numeric
@attribute fold numeric
@attribute row_id numeric
@attribute confidence.normal numeric
@attribute confidence.metastases numeric
@attribute confidence.malign_lymph numeric
@attribute confidence.fibrosis numeric
@attribute prediction {normal,metastases,malign_lymph,fibrosis}
@attribute correct {normal,metastases,malign_lymph,fibrosis}

@data
0,0,71,0.084972,0.714111,0.115945,0.084972,metastases,metastases
0,0,138,0.103546,0.211452,0.581456,0.103546,malign_lymph,metastases
0,0,110,0.103546,0.211452,0.581456,0.103546,malign_lymph,metastases
0,0,63,0.084142,0.71876,0.112955,0.084142,metastases,metastases
0,0,132,0.581456,0.211452,0.103546,0.103546,normal,metastases
0,0,123,0.069122,0.792635,0.069122,0.069122,metastases,metastases
0,0,147,0.084972,0.714111,0.115945,0.084972,metastases,metastases
0,0,70,0.103546,0.211452,0.581456,0.103546,malign_lymph,metastases
0,0,80,0.103546,0.211452,0.581456,0.103546,malign_lymph,metastases
0,0,18,0.103546,0.211452,0.581456,0.103546,malign_lymph,malign_lymph
0,0,92,0.103546,0.211452,0.581456,0.103546,malign_lymph,malign_lymph
0,0,51,0.103546,0.211452,0.103546,0.581456,fibrosis,malign_lymph
0,0,30,0.581456,0.211452,0.103546,0.103546,normal,malign_lymph
0,0,7,0.103546,0.211452,0.581456,0.103546,malign_lymph,malign_lymph
0,0,109,0.103546,0.211452,0.581456,0.103546,malign_lymph,malign_lymph
0,1,136,0.059957,0.812771,0.067315,0.059957,metastases,metastases
0,1,34,0.059957,0.812771,0.067315,0.059957,metastases,metastases
0,1,10,0.059957,0.812771,0.067315,0.059957,metastases,metastases
0,1,40,0.812771,0.059957,0.067315,0.059957,normal,metastases
0,1,99,0.059957,0.812771,0.067315,0.059957,metastases,metastases
0,1,119,0.059957,0.812771,0.067315,0.059957,metastases,metastases
0,1,47,0.054887,0.054887,0.835339,0.054887,malign_lymph,metastases
0,1,14,0.054887,0.054887,0.835339,0.054887,malign_lymph,metastases
0,1,2,0.059957,0.059957,0.067315,0.812771,fibrosis,fibrosis
0,1,24,0.054887,0.054887,0.835339,0.054887,malign_lymph,malign_lymph
0,1,85,0.054887,0.054887,0.835339,0.054887,malign_lymph,malign_lymph
0,1,133,0.054887,0.054887,0.835339,0.054887,malign_lymph,malign_lymph
0,1,31,0.054887,0.054887,0.835339,0.054887,malign_lymph,malign_lymph
0,1,97,0.10012,0.314169,0.485592,0.10012,malign_lymph,malign_lymph
0,1,94,0.054887,0.054887,0.835339,0.054887,malign_lymph,malign_lymph
0,2,140,0.057865,0.826406,0.057865,0.057865,metastases,metastases
0,2,32,0.057865,0.826406,0.057865,0.057865,metastases,metastases
0,2,22,0.057865,0.826406,0.057865,0.057865,metastases,metastases
0,2,46,0.057865,0.826406,0.057865,0.057865,metastases,metastases
0,2,61,0.057865,0.826406,0.057865,0.057865,metastases,metastases
0,2,111,0.810201,0.066738,0.061531,0.061531,normal,metastases
0,2,83,0.057865,0.826406,0.057865,0.057865,metastases,metastases
0,2,21,0.061531,0.066738,0.810201,0.061531,malign_lymph,metastases
0,2,73,0.061531,0.066738,0.061531,0.810201,fibrosis,fibrosis
0,2,88,0.061531,0.066738,0.810201,0.061531,malign_lymph,malign_lymph
0,2,69,0.099185,0.542782,0.258848,0.099185,metastases,malign_lymph
0,2,128,0.057865,0.826406,0.057865,0.057865,metastases,malign_lymph
0,2,137,0.061531,0.066738,0.810201,0.061531,malign_lymph,malign_lymph
0,2,37,0.061531,0.066738,0.810201,0.061531,malign_lymph,malign_lymph
0,2,62,0.061531,0.066738,0.810201,0.061531,malign_lymph,malign_lymph
0,3,42,0.004073,0.983768,0.008086,0.004073,metastases,metastases
0,3,122,0.259682,0.70134,0.019489,0.019489,metastases,metastases
0,3,118,0.002073,0.993782,0.002073,0.002073,metastases,metastases
0,3,130,0.062349,0.827159,0.08924,0.021252,metastases,metastases
0,3,89,0.004073,0.983768,0.008086,0.004073,metastases,metastases
0,3,58,0.008306,0.948507,0.03488,0.008306,metastases,metastases
0,3,55,0.011793,0.90253,0.073884,0.011793,metastases,metastases
0,3,28,0.008379,0.947718,0.035524,0.008379,metastases,metastases
0,3,53,0.003853,0.007225,0.003853,0.98507,fibrosis,fibrosis
0,3,81,0.014967,0.127471,0.842596,0.014967,malign_lymph,malign_lymph
0,3,49,0.005939,0.970697,0.017425,0.005939,metastases,malign_lymph
0,3,120,0.003853,0.007225,0.98507,0.003853,malign_lymph,malign_lymph
0,3,103,0.98507,0.007225,0.003853,0.003853,normal,malign_lymph
0,3,113,0.003853,0.007225,0.98507,0.003853,malign_lymph,malign_lymph
0,3,29,0.007368,0.02717,0.958094,0.007368,malign_lymph,malign_lymph
0,4,52,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,134,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,75,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,4,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,86,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,102,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,124,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,117,0.040839,0.877482,0.040839,0.040839,metastases,metastases
0,4,35,0.088212,0.460549,0.363027,0.088212,metastases,fibrosis
0,4,76,0.055188,0.080922,0.808701,0.055188,malign_lymph,malign_lymph
0,4,127,0.040839,0.877482,0.040839,0.040839,metastases,malign_lymph
0,4,0,0.055188,0.080922,0.808701,0.055188,malign_lymph,malign_lymph
0,4,27,0.055188,0.080922,0.808701,0.055188,malign_lymph,malign_lymph
0,4,43,0.055188,0.080922,0.808701,0.055188,malign_lymph,malign_lymph
0,4,93,0.055188,0.080922,0.808701,0.055188,malign_lymph,malign_lymph
0,5,44,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,67,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,116,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,114,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,19,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,39,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,13,0.047748,0.729519,0.174985,0.047748,metastases,metastases
0,5,11,0.052948,0.052948,0.239974,0.65413,fibrosis,metastases
0,5,79,0.047748,0.729519,0.174985,0.047748,metastases,malign_lymph
0,5,8,0.016951,0.016951,0.949146,0.016951,malign_lymph,malign_lymph
0,5,20,0.016951,0.016951,0.949146,0.016951,malign_lymph,malign_lymph
0,5,90,0.051539,0.219573,0.67735,0.051539,malign_lymph,malign_lymph
0,5,146,0.047171,0.169165,0.736492,0.047171,malign_lymph,malign_lymph
0,5,17,0.016951,0.016951,0.949146,0.016951,malign_lymph,malign_lymph
0,5,104,0.047748,0.729519,0.174985,0.047748,metastases,malign_lymph
0,6,135,0.0508,0.8476,0.0508,0.0508,metastases,metastases
0,6,64,0.094211,0.53452,0.277058,0.094211,metastases,metastases
0,6,54,0.0508,0.8476,0.0508,0.0508,metastases,metastases
0,6,26,0.815298,0.068767,0.057967,0.057967,normal,metastases
0,6,33,0.0508,0.8476,0.0508,0.0508,metastases,metastases
0,6,56,0.0508,0.8476,0.0508,0.0508,metastases,metastases
0,6,106,0.0508,0.8476,0.0508,0.0508,metastases,metastases
0,6,139,0.0508,0.8476,0.0508,0.0508,metastases,metastases
0,6,101,0.057967,0.068767,0.815298,0.057967,malign_lymph,malign_lymph
0,6,16,0.057967,0.068767,0.815298,0.057967,malign_lymph,malign_lymph
0,6,100,0.057967,0.068767,0.815298,0.057967,malign_lymph,malign_lymph
0,6,105,0.057967,0.068767,0.815298,0.057967,malign_lymph,malign_lymph
0,6,41,0.057967,0.068767,0.815298,0.057967,malign_lymph,malign_lymph
0,6,25,0.097359,0.339654,0.465628,0.097359,malign_lymph,malign_lymph
0,6,108,0.0508,0.8476,0.0508,0.0508,metastases,normal
0,7,115,0.136003,0.59199,0.136003,0.136003,metastases,metastases
0,7,131,0.59199,0.136003,0.136003,0.136003,normal,metastases
0,7,82,0.59199,0.136003,0.136003,0.136003,normal,metastases
0,7,84,0.136003,0.59199,0.136003,0.136003,metastases,metastases
0,7,112,0.136003,0.59199,0.136003,0.136003,metastases,metastases
0,7,143,0.136003,0.136003,0.59199,0.136003,malign_lymph,metastases
0,7,60,0.136003,0.59199,0.136003,0.136003,metastases,metastases
0,7,57,0.136003,0.136003,0.59199,0.136003,malign_lymph,metastases
0,7,87,0.136003,0.136003,0.59199,0.136003,malign_lymph,malign_lymph
0,7,5,0.136003,0.136003,0.59199,0.136003,malign_lymph,malign_lymph
0,7,9,0.136003,0.136003,0.59199,0.136003,malign_lymph,malign_lymph
0,7,12,0.136003,0.136003,0.59199,0.136003,malign_lymph,malign_lymph
0,7,1,0.153014,0.211021,0.482951,0.153014,malign_lymph,malign_lymph
0,7,126,0.136003,0.136003,0.59199,0.136003,malign_lymph,malign_lymph
0,7,121,0.136003,0.59199,0.136003,0.136003,metastases,normal
0,8,48,0.007681,0.976162,0.008476,0.007681,metastases,metastases
0,8,66,0.007681,0.976162,0.008476,0.007681,metastases,metastases
0,8,129,0.019386,0.902852,0.058376,0.019386,metastases,metastases
0,8,125,0.007681,0.976162,0.008476,0.007681,metastases,metastases
0,8,50,0.011551,0.019546,0.957351,0.011551,malign_lymph,metastases
0,8,68,0.181008,0.750233,0.036071,0.032688,metastases,metastases
0,8,72,0.019872,0.898627,0.061629,0.019872,metastases,metastases
0,8,107,0.007681,0.976162,0.008476,0.007681,metastases,metastases
0,8,23,0.036578,0.298705,0.62814,0.036578,malign_lymph,malign_lymph
0,8,98,0.011551,0.019546,0.957351,0.011551,malign_lymph,malign_lymph
0,8,36,0.011551,0.019546,0.957351,0.011551,malign_lymph,malign_lymph
0,8,145,0.007681,0.976162,0.008476,0.007681,metastases,malign_lymph
0,8,95,0.011551,0.019546,0.957351,0.011551,malign_lymph,malign_lymph
0,8,6,0.019872,0.898627,0.061629,0.019872,metastases,malign_lymph
0,9,77,0.652937,0.270864,0.038099,0.038099,normal,metastases
0,9,59,0.962529,0.015406,0.011032,0.011032,normal,metastases
0,9,15,0.00801,0.97597,0.00801,0.00801,metastases,metastases
0,9,65,0.00801,0.97597,0.00801,0.00801,metastases,metastases
0,9,91,0.00801,0.97597,0.00801,0.00801,metastases,metastases
0,9,45,0.01505,0.94056,0.02934,0.01505,metastases,metastases
0,9,38,0.00801,0.97597,0.00801,0.00801,metastases,metastases
0,9,142,0.00801,0.97597,0.00801,0.00801,metastases,metastases
0,9,3,0.036447,0.693827,0.233279,0.036447,metastases,malign_lymph
0,9,141,0.00801,0.97597,0.00801,0.00801,metastases,malign_lymph
0,9,74,0.011032,0.015406,0.962529,0.011032,malign_lymph,malign_lymph
0,9,144,0.011032,0.015406,0.962529,0.011032,malign_lymph,malign_lymph
0,9,78,0.030157,0.138261,0.801425,0.030157,malign_lymph,malign_lymph
0,9,96,0.00801,0.97597,0.00801,0.00801,metastases,malign_lymph