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. 2022 Nov 5;12(11):2700. doi: 10.3390/diagnostics12112700

Table A1.

Average highest cosine similarity (AHS) obtained for the CNN models with DFTV dataset.

Dataset Similarity Measure Feature Vector Extractor Architecture
ResNet-50 ResNet-101 ResNet-152 VGG-16 VGG-19
DFTV-1 CSSM 0.9557 0.9383 0.9298 0.9233 0.9109
EDSM 0.6834 0.6517 0.6326 0.6338 0.6319
JCSM 0.4369 0.4210 0.4098 0.4049 0.4016
MBSM 0.9651 0.9588 0.9489 0.9457 0.9421
DFTV-2 CSSM 0.9587 0.9376 0.9300 0.9202 0.9090
EDSM 0.6858 0.6511 0.6374 0.6304 0.6308
JCSM 0.4394 0.4207 0.4117 0.4125 0.4039
MBSM 0.9676 0.9564 0.9510 0.9428 0.9392
DFTV-3 CSSM 0.9572 0.9392 0.9327 0.9216 0.9089
EDSM 0.6850 0.6536 0.6388 0.6321 0.6306
JCSM 0.4383 0.4228 0.4120 0.4107 0.4041
MBSM 0.9668 0.9579 0.9533 0.9445 0.9385
DFTV-4 CSSM 0.9566 0.9381 0.9324 0.9244 0.9114
EDSM 0.6859 0.6541 0.6376 0.6346 0.6328
JCSM 0.4376 0.4234 0.4122 0.4086 0.4066
MBSM 0.9670 0.9581 0.9528 0.9440 0.9419
DFTV-5 CSSM 0.9572 0.9385 0.9319 0.9238 0.9100
EDSM 0.6854 0.6548 0.6380 0.6335 0.6318
JCSM 0.4370 0.4230 0.4118 0.4027 0.4006
MBSM 0.9665 0.9587 0.9530 0.9431 0.9416
Mean 0.762 0.743 0.733 0.727 0.721
Standard Deviation 0.224 0.227 0.229 0.227 0.225