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Table 2 Best results of the HPV genotype prediction based on the features extracted by ChaosCentroid and by ChaosFrequency with multi-layer perceptron neural network

From: A high performance prediction of HPV genotypes by Chaos game representation and singular value decomposition

HPV Genotypes

ChaosCentroid

ChaosFrequency

 

Accuracy

Sensitivity

Specificity

MCC

Accuracy

Sensitivity

Specificity

MCC

6

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

11

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

16

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

18

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

31

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

33

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

35

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

45

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

52

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

53

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

58

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00

66

100.00

100.00

100.00

1.00

100.00

100.00

100.00

1.00