1) OVA (One vs All) results Beijing M1: 1000000000000000000000000000000000000000000 M2: 0000000000000000110000000000000000000000000 M3: 0000000000000000000000000010000000000000000 M4: 0000000000000000000000000000000100000000000 C: 1000000000000000 TP: 1.000000 TN: 0.995088 P: 0.995120 BOVIS M1: 0010000000000000000000000000000000000000000 M2: 0000000000000000000000000000000000000000100 M3: 0000000000000000000000000000000000000000001 M4: 0000000000000000000000000100000000001010000 C: 1000000000000000 TP: 1.000000 TN: 0.993269 P: 0.994144 Cameroon M1: 0000000000101000000000000000000000100000000 M2: 0000000000000000000000100000000000000000000 M3: 0000000000000000000011000100001000000000000 M4: 0000000000000000000000001000000000000000000 C: 0000100000000000 TP: 0.923077 TN: 1.000000 P: 0.999349 CAS M1: 0010000000000000000000000000000000000000000 M2: 0000000000000000000000000000000100000000000 M3: 0000001000000000000000000000000000000000000 M4: 0000000000000000000000001000000000000000000 C: 0100000000000000 TP: 1.000000 TN: 0.995508 P: 0.995771 EAI M1: 0000000000000000000000000000000100000000000 M2: 0000110000011001000000000000000000010000000 M3: 0000000000000000000000000000000010000000000 M4: 0000000000000000000000000000100000000000000 C: 0010101000000000 TP: 0.995546 TN: 0.995429 P: 0.995446 H M1: 0000000000000000000000000000000000100000000 M2: 0000000000000000000000000000000010000000010 M3: 0000000000000000000000000000001000000000000 M4: 0000000000000000000000000000000100000000000 C: 0000000010000000 TP: 1.000000 TN: 0.973588 P: 0.976578 LAM M1: 0000000000000000000000010000000000000000000 M2: 0000000000000000000000001000001000000000000 M3: 0000000000000000000000000000000000100000000 M4: 0000000000000000000010000000000000000000000 C: 0010000000000000 TP: 0.979167 TN: 0.982210 P: 0.981783 Manu M1: 0000000000000000000000000000000000100000000 M2: 0000000000000000000000000000000100000000100 M3: 0000000000000000000000000000000010001000000 M4: 0000000000000000000000000000000100100000100 C: 0000001000010001 TP: 0.826923 TN: 1.000000 P: 0.991217 PINI M1: 0000000000000000000000000000000000000000100 M2: 0000000000000000000000000000000000000000001 M3: 1000000000000000000000000000000000000000000 M4: 0000000000000000010000000000000000000000000 C: 1000000000000000 TP: 1.000000 TN: 0.995432 P: 0.995446 S M1: 0000000001000000000000000000001000000000000 M2: 0100000000000000000000100000010000000000000 M3: 0000000010000000000000000000000000000000000 M4: 0000000100100000000000000000001000000010000 C: 0000000010100000 TP: 0.909091 TN: 0.997008 P: 0.995120 T M1: 0000000000000000000000000000001000000000000 M2: 0000000000000000010000010000001000000000000 M3: 0000000000000000000000000000000000100000000 M4: 0000000000000000101000001000001000000000000 C: 0101000000010000 TP: 0.936548 TN: 0.905074 P: 0.913142 Turkey M1: 0000000000000000000000000010000000000000000 M2: 0000000000000000000000001100000000000100000 M3: 0000000000000000000100000000000000000000000 M4: 0000000000000000000000001001001000001000000 C: 0000000010000000 TP: 1.000000 TN: 0.998039 P: 0.998048 Ural M1: 0000000000000000000000000001000100000100000 M2: 0000000000000000000000000001001000000000000 M3: 0000000000000000000000000001010000000000000 M4: 0000000000000000000000001000100000000000000 C: 0100000000000000 TP: 0.956522 TN: 0.997671 P: 0.996747 X M1: 0000000000000000000000000000000010000000000 M2: 0000000000000000101000001000001000000000000 M3: 0000000000000000000000101010000000100100000 M4: 0000000000000000010000000000000000000000000 C: 0010000000000000 TP: 0.991453 TN: 0.995604 P: 0.995446 2) Combined results with priority table TP FP P Beijing 1.000000 0.003602 0.645161 BOVIS 0.950000 0.000374 0.997375 Cameroon 0.923077 0.000000 1.000000 CAS 1.000000 0.001728 0.972973 EAI 0.995546 0.004571 0.973856 H 1.000000 0.002201 0.983051 LAM 0.976852 0.010220 0.939866 Manu 0.814103 0.000000 1.000000 PINI 0.666667 0.000979 0.666667 S 0.909091 0.000000 1.000000 T 0.913706 0.005687 0.982265 Turkey 0.857143 0.001961 0.666667 Ural 0.956522 0.000666 0.970588 X 0.957265 0.001015 0.973913 Global TP: 0.951204, FP: 0.028953, Prec: 0.970461