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Table 4 Best results of the HPV genotype prediction based on the features extracted by ChaosCentroid and by ChaosFrequency with k-nearest neighbor technique

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