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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2021
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Article
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Tab 2
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Research Article
[Retracted] A Novel Approach to Classifying Breast Cancer Histopathology Biopsy Images Using Bilateral Knowledge Distillation and Label Smoothing Regularization
Table 2
Results of all experiments performed.
Experiment performed
Model
Validation accuracy
Baseline teacher training
ResNeXt29
75%
MobileNetV2
60.71%
Normal KD
ResNeXt29 teacher
60.71%
MobileNetV2 student
Reverse KD
MobileNetV2 teacher
65.58%
ResNeXt29 student
Bilateral KD
Phase 1+phase 2+phase 3
96.3%