Table 8 Overall performance summary for incremental Training.

From: Fusion of classical and deep learning features with incremental learning for improved classification of lung and colon cancer

Inc. training

Kappa value

Test accuracy

Avg. training accuracy

Avg. validation accuracy

Average precision

Average recall

Average F1 Score

1

0.9867

98.93%

99.92%

99.90%

0.992

0.993

0.9925

2

0.9883

99.07%

100.00%

99.86%

1

0.999

0.9995

3

0.9917

99.33%

100.00%

100.00%

1

1

1

4

0.995

99.60%

100.00%

100.00%

1

0.999

0.9995

5

0.9983

99.87%

100.00%

100.00%

1

0.999

0.9995

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