Table 6 Scalability to high-dimensional features.

From: Research on liver cancer pathology image recognition based on deep learning image processing

Model

1 K

10 K

100 K

1 M

Our Model

0.92

0.89

0.85

0.80

ResNet-50

0.90

0.84

0.78

0.72

XGBoost

0.94

0.93

0.91

0.88

  1. * AUC scores across feature dimensions.