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. 2023 Jan 10;23:6. doi: 10.1186/s12876-022-02626-x

Table 6.

The results of tenfold CV for models’ performance metrics on full features and selected features

KNN
K Accuracy Specificity Sensitivity AUC H-Score
Full features Selected features Full features Selected features Full features Selected features Full features Selected features Full features Selected features
1 0.664 0.7126 0.6737 0.7882 0.6587 0.733 0.6538 0.710 0.6481 0.6910
3 0.6538 0.7223 0.6819 0.7647 0.6597 0.7255 0.6767 0.7365 0.6837 0.7153
7 0.6798 0.7151 0.7022 0.735 0.6696 0.7427 0.6684 0.7523 0.6914 0.7261
9 0.6524 0.7369 0.6831 0.7813 0.661 0.7407 0.6944 0.7312 0.602 0.7231