Base classifier | Variable number | Confusion matrix | Positive class | Precision | Recall | F1-measure |
---|

LDA | 207 | classified as | a | b | a | 0.885 | 0.958 | 0.920 |

| | label a | 46 | 2 | b | 0.955 | 0.875 | 0.913 |

| | label b | 6 | 42 | weighted average | 0.920 | 0.916 | 0.917 |

| [207,38]^{T} | classified as | a | b | a | 0.852 | 0.958 | 0.902 |

| | label a | 46 | 2 | b | 0.952 | 0.833 | 0.889 |

| | label b | 8 | 40 | weighted average | 0.902 | 0.895 | 0.895 |

| [207,38,198]^{T} | classified as | a | b | a | 0.887 | 0.979 | 0.931 |

| | label a | 47 | 1 | b | 0.977 | 0.875 | 0.923 |

| | label b | 6 | 42 | weighted average | 0.932 | 0.927 | 0.927 |

| [207,38,198,160]^{T} | classified as | a | b | a | 0.922 | 0.979 | 0.950 |

| | label a | 47 | 1 | b | 0.978 | 0.917 | 0.947 |

| | label b | 4 | 44 | weighted average | 0.950 | 0.948 | 0.948 |

| [207,38,198, | classified as | a | b | a | 0.922 | 0.979 | 0.950 |

| | label a | 47 | 1 | b | 0.978 | 0.917 | 0.947 |

| 160,164]^{T} | label b | 4 | 44 | weighted average | 0.950 | 0.948 | 0.948 |

| [207,38,198, | classified as | a | b | a | 0.904 | 0.979 | 0.940 |

| | label a | 47 | 1 | b | 0.977 | 0.896 | 0.935 |

| 160,164,75]^{T} | label b | 5 | 43 | weighted average | 0.941 | 0.938 | 0.938 |

kNN | 94 | classified as | a | b | a | 0.730 | 0.958 | 0.829 |

| | label a | 46 | 2 | b | 0.939 | 0.646 | 0.765 |

| | label b | 17 | 31 | weighted average | 0.835 | 0.802 | 0.797 |

| [94,118]^{T} | classified as | a | b | a | 0.800 | 1.000 | 0.889 |

| | label a | 48 | 0 | b | 1.000 | 0.750 | 0.857 |

| | label b | 12 | 36 | weighted average | 0.900 | 0.875 | 0.873 |

| [94,118,183]^{T} | classified as | a | b | a | 0.828 | 1.000 | 0.906 |

| | label a | 48 | 0 | b | 1.000 | 0.792 | 0.884 |

| | label b | 10 | 38 | weighted average | 0.914 | 0.896 | 0.895 |

| [94,118,183,93]^{T} | classified as | a | b | a | 0.787 | 1.000 | 0.881 |

| | label a | 48 | 0 | b | 1.000 | 0.729 | 0.843 |

| | label b | 13 | 35 | weighted average | 0.893 | 0.865 | 0.862 |

RF | 75 | classified as | a | b | a | 0.904 | 0.979 | 0.940 |

| | label a | 47 | 1 | b | 0.977 | 0.896 | 0.935 |

| | label b | 5 | 43 | weighted average | 0.941 | 0.938 | 0.938 |

| [75,207]^{T} | classified as | a | b | a | 0.979 | 0.979 | 0.979 |

| | label a | 47 | 1 | b | 0.979 | 0.979 | 0.979 |

| | label b | 1 | 47 | weighted average | 0.979 | 0.979 | 0.979 |

| [75,207,214]^{T} | classified as | a | b | a | 0.979 | 0.979 | 0.979 |

| | label a | 47 | 1 | b | 0.979 | 0.979 | 0.979 |

| | label b | 1 | 47 | weighted average | 0.979 | 0.979 | 0.979 |

| [75,207,214,16]^{T} | classified as | a | b | a | 0.980 | 1.000 | 0.990 |

| | label a | 48 | 0 | b | 1.000 | 0.979 | 0.989 |

| | label b | 1 | 47 | weighted average | 0.990 | 0.990 | 0.990 |

SVM | 94 | classified as | a | b | a | 0.746 | 0.979 | 0.847 |

| | label a | 47 | 1 | b | 0.970 | 0.667 | 0.790 |

| | label b | 16 | 32 | weighted average | 0.858 | 0.823 | 0.819 |

| [94,118]^{T} | classified as | a | b | a | 0.787 | 1.000 | 0.881 |

| | label a | 48 | 0 | b | 1.000 | 0.729 | 0.843 |

| | label b | 13 | 35 | weighted average | 0.893 | 0.865 | 0.862 |

| [94,118,93]^{T} | classified as | a | b | a | 0.774 | 1.000 | 0.873 |

| | label a | 48 | 0 | b | 1.000 | 0.708 | 0.829 |

| | label b | 14 | 34 | weighted average | 0.887 | 0.854 | 0.851 |