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. 2021 Jun 30;12:27. doi: 10.4103/jpi.jpi_113_20

Table 2.

Dataset partition summary

Partition Class Training Validation Test



Image number Sample identified Image number Sample identified Image number Sample identified
K1 Benign 4843 56, 58, 60, 631, 66, 67, 691, 692, 70, 71, 73, 76 1028 57, 62, 64, 68 1114 59, 61, 65, 72, 74
Malignant 5401 632, 77, 82, 83, 84, 85, 87, 88, 90, 91, 94, 95, 96, 97, 98 1173 75, 78, 80, 86, 93 1153 79, 89, 92
K2 Benign 4931 56, 57, 59, 60, 61, 631, 65, 66, 67, 68, 691, 692, 73, 76 991 71, 72, 74 1063 58, 62, 64, 70
Malignant 5428 632, 75, 78, 80, 82, 83, 84, 86, 87, 88, 91, 93, 95, 96, 97, 98 1153 79, 89, 92 1146 77, 85, 90, 94
K3 Benign 4914 57, 58, 59, 61, 62, 631, 64, 66, 67, 68, 70, 71, 72, 73, 74, 76 1044 60, 65, 691 1027 56, 692
Malignant 5392 632, 75, 77, 78, 79, 84, 85, 87, 89, 90, 91, 92, 94, 95, 96, 98 1168 83, 88, 97 1167 80, 82, 86, 93
K4 Benign 4902 57, 58, 60, 61, 62, 64, 65, 67, 68, 70, 71, 72, 73, 74, 76 1052 56, 59, 692 1031 631, 66, 691
Malignant 5431 78, 79, 80, 82, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 98 1146 77, 85, 90, 94 1150 632, 75, 83, 97
K5 Benign 4852 56, 59, 60, 61, 62, 64, 65, 66, 691, 692, 71, 72, 73, 74, 76 1064 58, 631, 70 1069 57, 67, 68
Malignant 5485 75, 77, 78, 79, 80, 82, 83, 85, 86, 87, 88, 89, 90, 92, 93, 94, 97 1109 632, 84, 96 1133 91, 95, 98
K6 Benign 4899 56, 57, 58, 59, 60, 61, 62, 631, 64, 65, 68, 691, 692, 70, 72, 74 1025 66, 67 1061 71, 73, 76
Malignant 5467 632, 75, 77, 79, 80, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 96, 97 1190 87, 95, 98 1070 84, 88, 78