One Point Crossover
Majoritarian class will be default
MDL fitness function
Minumum number of classifiers per individual in initialization:20.000000
Maximum number of classifiers per individual in initialization:20.000000
GA Iterations:35.000000
Initial theory length proportion in MDL formula: 0.250000
Iteracio activacio MDL 10
MDL Weight relax factor 0.900000
Popsize: 500.000000
Crossover probability: 0.600000
Individual-wise mutation probability:0.600000
Probability of value ONE for GABIL and ADI KR:0.750000
Tournament Selection without replacement Algorithm
Tournament size:4.000000
ILAS Windowing of degree 50
Dump learning process statistics at each iteration
Initialization uses examples to create the initial rules
Instances used in initialization are sampled with uniform class distribution
Coverage breakpoint for MDL fitness : 0.001000
Number of times we will try to learn a rule from the current training set: 2
Coverage ratio for MDL fitness : 0.900000
Using HYPERRECT Knowledge Representation
Number of expressed attributes in initialization : 15.000000
Hyperrectangle attribute list knowledge representation
Probability of generalizing the hyperrect list KR: 0.100000
Probability of specializing the hyperrect list KR: 0.100000
Random seed 1296425796
Dataset name: PSSM+CN_Q2
Attribute 0:Name PSSM_-4_1 Def:real
Attribute 0 real valued
Attribute 1:Name PSSM_-4_2 Def:real
Attribute 1 real valued
Attribute 2:Name PSSM_-4_3 Def:real
Attribute 2 real valued
Attribute 3:Name PSSM_-4_4 Def:real
Attribute 3 real valued
Attribute 4:Name PSSM_-4_5 Def:real
Attribute 4 real valued
Attribute 5:Name PSSM_-4_6 Def:real
Attribute 5 real valued
Attribute 6:Name PSSM_-4_7 Def:real
Attribute 6 real valued
Attribute 7:Name PSSM_-4_8 Def:real
Attribute 7 real valued
Attribute 8:Name PSSM_-4_9 Def:real
Attribute 8 real valued
Attribute 9:Name PSSM_-4_10 Def:real
Attribute 9 real valued
Attribute 10:Name PSSM_-4_11 Def:real
Attribute 10 real valued
Attribute 11:Name PSSM_-4_12 Def:real
Attribute 11 real valued
Attribute 12:Name PSSM_-4_13 Def:real
Attribute 12 real valued
Attribute 13:Name PSSM_-4_14 Def:real
Attribute 13 real valued
Attribute 14:Name PSSM_-4_15 Def:real
Attribute 14 real valued
Attribute 15:Name PSSM_-4_16 Def:real
Attribute 15 real valued
Attribute 16:Name PSSM_-4_17 Def:real
Attribute 16 real valued
Attribute 17:Name PSSM_-4_18 Def:real
Attribute 17 real valued
Attribute 18:Name PSSM_-4_19 Def:real
Attribute 18 real valued
Attribute 19:Name PSSM_-4_20 Def:real
Attribute 19 real valued
Attribute 20:Name PSSM_-3_1 Def:real
Attribute 20 real valued
Attribute 21:Name PSSM_-3_2 Def:real
Attribute 21 real valued
Attribute 22:Name PSSM_-3_3 Def:real
Attribute 22 real valued
Attribute 23:Name PSSM_-3_4 Def:real
Attribute 23 real valued
Attribute 24:Name PSSM_-3_5 Def:real
Attribute 24 real valued
Attribute 25:Name PSSM_-3_6 Def:real
Attribute 25 real valued
Attribute 26:Name PSSM_-3_7 Def:real
Attribute 26 real valued
Attribute 27:Name PSSM_-3_8 Def:real
Attribute 27 real valued
Attribute 28:Name PSSM_-3_9 Def:real
Attribute 28 real valued
Attribute 29:Name PSSM_-3_10 Def:real
Attribute 29 real valued
Attribute 30:Name PSSM_-3_11 Def:real
Attribute 30 real valued
Attribute 31:Name PSSM_-3_12 Def:real
Attribute 31 real valued
Attribute 32:Name PSSM_-3_13 Def:real
Attribute 32 real valued
Attribute 33:Name PSSM_-3_14 Def:real
Attribute 33 real valued
Attribute 34:Name PSSM_-3_15 Def:real
Attribute 34 real valued
Attribute 35:Name PSSM_-3_16 Def:real
Attribute 35 real valued
Attribute 36:Name PSSM_-3_17 Def:real
Attribute 36 real valued
Attribute 37:Name PSSM_-3_18 Def:real
Attribute 37 real valued
Attribute 38:Name PSSM_-3_19 Def:real
Attribute 38 real valued
Attribute 39:Name PSSM_-3_20 Def:real
Attribute 39 real valued
Attribute 40:Name PSSM_-2_1 Def:real
Attribute 40 real valued
Attribute 41:Name PSSM_-2_2 Def:real
Attribute 41 real valued
Attribute 42:Name PSSM_-2_3 Def:real
Attribute 42 real valued
Attribute 43:Name PSSM_-2_4 Def:real
Attribute 43 real valued
Attribute 44:Name PSSM_-2_5 Def:real
Attribute 44 real valued
Attribute 45:Name PSSM_-2_6 Def:real
Attribute 45 real valued
Attribute 46:Name PSSM_-2_7 Def:real
Attribute 46 real valued
Attribute 47:Name PSSM_-2_8 Def:real
Attribute 47 real valued
Attribute 48:Name PSSM_-2_9 Def:real
Attribute 48 real valued
Attribute 49:Name PSSM_-2_10 Def:real
Attribute 49 real valued
Attribute 50:Name PSSM_-2_11 Def:real
Attribute 50 real valued
Attribute 51:Name PSSM_-2_12 Def:real
Attribute 51 real valued
Attribute 52:Name PSSM_-2_13 Def:real
Attribute 52 real valued
Attribute 53:Name PSSM_-2_14 Def:real
Attribute 53 real valued
Attribute 54:Name PSSM_-2_15 Def:real
Attribute 54 real valued
Attribute 55:Name PSSM_-2_16 Def:real
Attribute 55 real valued
Attribute 56:Name PSSM_-2_17 Def:real
Attribute 56 real valued
Attribute 57:Name PSSM_-2_18 Def:real
Attribute 57 real valued
Attribute 58:Name PSSM_-2_19 Def:real
Attribute 58 real valued
Attribute 59:Name PSSM_-2_20 Def:real
Attribute 59 real valued
Attribute 60:Name PSSM_-1_1 Def:real
Attribute 60 real valued
Attribute 61:Name PSSM_-1_2 Def:real
Attribute 61 real valued
Attribute 62:Name PSSM_-1_3 Def:real
Attribute 62 real valued
Attribute 63:Name PSSM_-1_4 Def:real
Attribute 63 real valued
Attribute 64:Name PSSM_-1_5 Def:real
Attribute 64 real valued
Attribute 65:Name PSSM_-1_6 Def:real
Attribute 65 real valued
Attribute 66:Name PSSM_-1_7 Def:real
Attribute 66 real valued
Attribute 67:Name PSSM_-1_8 Def:real
Attribute 67 real valued
Attribute 68:Name PSSM_-1_9 Def:real
Attribute 68 real valued
Attribute 69:Name PSSM_-1_10 Def:real
Attribute 69 real valued
Attribute 70:Name PSSM_-1_11 Def:real
Attribute 70 real valued
Attribute 71:Name PSSM_-1_12 Def:real
Attribute 71 real valued
Attribute 72:Name PSSM_-1_13 Def:real
Attribute 72 real valued
Attribute 73:Name PSSM_-1_14 Def:real
Attribute 73 real valued
Attribute 74:Name PSSM_-1_15 Def:real
Attribute 74 real valued
Attribute 75:Name PSSM_-1_16 Def:real
Attribute 75 real valued
Attribute 76:Name PSSM_-1_17 Def:real
Attribute 76 real valued
Attribute 77:Name PSSM_-1_18 Def:real
Attribute 77 real valued
Attribute 78:Name PSSM_-1_19 Def:real
Attribute 78 real valued
Attribute 79:Name PSSM_-1_20 Def:real
Attribute 79 real valued
Attribute 80:Name PSSM_0_1 Def:real
Attribute 80 real valued
Attribute 81:Name PSSM_0_2 Def:real
Attribute 81 real valued
Attribute 82:Name PSSM_0_3 Def:real
Attribute 82 real valued
Attribute 83:Name PSSM_0_4 Def:real
Attribute 83 real valued
Attribute 84:Name PSSM_0_5 Def:real
Attribute 84 real valued
Attribute 85:Name PSSM_0_6 Def:real
Attribute 85 real valued
Attribute 86:Name PSSM_0_7 Def:real
Attribute 86 real valued
Attribute 87:Name PSSM_0_8 Def:real
Attribute 87 real valued
Attribute 88:Name PSSM_0_9 Def:real
Attribute 88 real valued
Attribute 89:Name PSSM_0_10 Def:real
Attribute 89 real valued
Attribute 90:Name PSSM_0_11 Def:real
Attribute 90 real valued
Attribute 91:Name PSSM_0_12 Def:real
Attribute 91 real valued
Attribute 92:Name PSSM_0_13 Def:real
Attribute 92 real valued
Attribute 93:Name PSSM_0_14 Def:real
Attribute 93 real valued