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Table 15 Confusion matrix for performance of the trained Resnet-101 individual models and the Resnet101-9 ensemble model in classifying images in the preliminary test set as ALL or Normal classes

From: Classifying microscopic images as acute lymphoblastic leukemia by Resnet ensemble model and Taguchi method

Model    Actual classes
ALL Normal
Resnet-101-8249 Predicted classes ALL 1095 203
Normal 124 445
Resnet-101-8184 Predicted classes ALL 1047 167
Normal 172 481
Resnet-101-8452 Predicted classes ALL 1114 184
Normal 105 464
Resnet-101-8125 Predicted classes ALL 1078 209
Normal 141 439
Resnet-101-8061 Predicted classes ALL 1030 173
Normal 189 475
Resnet-101-8281 Predicted classes ALL 1114 216
Normal 105 432
Resnet-101-8307 Predicted classes ALL 1090 187
Normal 129 461
Resnet-101-8002 Predicted classes ALL 1032 186
Normal 187 462
Resnet-101-8216 Predicted classes ALL 1099 213
Normal 120 435
Resnet101-9 ensemble Predicted classes ALL 1118 177
Normal 101 471