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Table 2 Confusion Matrix for tissue sample classification using cross validation approach. Actual classes are reported in rows and predicted classes in columns. Misclassified patches of muscle as mucosa show the unresolved deficit of our model so far

From: Hyperspectral imaging and artificial intelligence to detect oral malignancy – part 1 - automated tissue classification of oral muscle, fat and mucosa using a light-weight 6-layer deep neural network

 

Predicted Class

Actual Class

Fat

Muscle

Mucosa

Error

Fat

74

0

8

0.10

Muscle

3

68

15

0.21

Mucosa

1

9

92

0.10

Total

83

79

108