Dataset used | Author | Method Used | Accuracy |
---|---|---|---|
BreakHis | Spanhol et al. [ | Artificial Neural Network | 83.3% |
Quadratic Discrimination Analysis | 87.9% | ||
SVM | 86.1% | ||
Random Forest | 84.8% | ||
BreakHis | Deniz et al. [ | Transfer Learning | 92.04% |
BreakHis | Spanhol et al. [ | CNN | 92.03% |
ICML | Janowczyk et al. [ | CNN | 76.5% |
ICML | Angel et al. [ | CNN | 84.23% |
BreakHis | Our proposed model | Efficient Net B3 | 94.10% |
ICML | Our proposed model | Efficient Net B3 | 82.9% |