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Table 4 Classification methods comparison

From: Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

Dataset

MCIL

TRANS

SVM-IMG

SVM-MF

SVM-CNN

MICCAI brain

91.1%

86.7%

62.2%

77.8%

97.8%

CRC binary

95.5%

92.3%

94.3%

90.1%

98.0%

CRC multiclass

-

78.5%

79.0%

75.5%

87.2%