|
Method | Layers | Neuron | Accuracy | Precision | Recall | F1 score | Confusion matrix |
|
Psychological issues - ANN | 1 | 2 | 0.886 | 0.887 | 0.876 | 0.871 | [26 2 6 28] |
Psychological issues - ANN | 1 | 4 | 0.902 | 0.855 | 0.923 | 0.855 | [27 1 4 30] |
Psychological issues - ANN | 1 | 8 | 0.902 | 0.823 | 0.923 | 0.839 | [27 1 4 30] |
Psychological issues - ANN | 1 | 16 | 0.274 | 0.871 | 0.879 | 0.887 | [27 1 7 27] |
Psychological issues - ANN | 1 | 32 | 0.811 | 0.887 | 0.909 | 0.902 | [27 1 5 29] |
Psychological issues - ANN | 1 | 64 | 0.873 | 0.887 | 0.909 | 0.87 | [27 1 5 29] |
Psychological issues - ANN | 1 | 128 | 0.938 | 0.855 | 0.891 | 0.889 | [26 2 5 29] |
Psychological issues - ANN | 2 | 2 | 0.902 | 0.887 | 0.881 | 0.354 | [0 28 0 34] |
Psychological issues - ANN | 2 | 4 | 0.873 | 0.902 | 0.909 | 0.886 | [27 1 5 29] |
Psychological issues - ANN | 2 | 8 | 0.854 | 0.87 | 0.82 | 0.879 | [27 1 11 23] |
Psychological issues - ANN | 2 | 16 | 0.886 | 0.853 | 0.909 | 0.918 | [27 1 5 29] |
Psychological issues - ANN | 2 | 32 | 0.887 | 0.842 | 0.888 | 0.887 | [25 3 4 30] |
Psychological issues - ANN | 2 | 64 | 0.903 | 0.887 | 0.902 | 0.853 | [25 3 3 31] |
Psychological issues - ANN | 2 | 128 | 0.903 | 0.879 | 0.902 | 0.919 | [25 3 3 31] |
Psychological issues - ANN | 3 | 2 | 0.548 | 0.919 | 0.873 | 0.902 | [0 28 0 34] |
Psychological issues - ANN | 3 | 4 | 0.905 | 0.902 | 0.803 | 0.902 | [26 2 11 23] |
Psychological issues - ANN | 3 | 8 | 0.834 | 0.902 | 0.876 | 0.354 | [26 2 6 28] |
Psychological issues - ANN | 3 | 16 | 0.905 | 0.354 | 0.941 | 0.807 | [28 0 4 30] |
Psychological issues - ANN | 3 | 32 | 0.907 | 0.807 | 0.902 | 0.874 | [25 3 3 31] |
Psychological issues - ANN | 3 | 64 | 0.827 | 0.874 | 0.867 | 0.891 | [23 5 3 31] |
Psychological issues - ANN | 3 | 128 | 0.907 | 0.939 | 0.852 | 0.881 | [23 5 4 30] |
Psychological issues - ANN | 4 | 2 | 0.887 | 0.841 | 0.843 | 0.909 | [25 3 7 27] |
Psychological issues - ANN | 4 | 4 | 0.871 | 0.886 | 0.888 | 0.821 | [25 3 4 30] |
Psychological issues - ANN | 4 | 8 | 0.871 | 0.879 | 0.879 | 0.909 | [27 1 7 27] |
Psychological issues - ANN | 4 | 16 | 0.919 | 0.918 | 0.92 | 0.888 | [26 2 3 31] |
Psychological issues - ANN | 4 | 32 | 0.887 | 0.887 | 0.884 | 0.885 | [24 4 3 31] |
Psychological issues - ANN | 4 | 64 | 0.855 | 0.853 | 0.855 | 0.854 | [24 4 5 29] |
Psychological issues - ANN | 4 | 128 | 0.887 | 0.887 | 0.884 | 0.885 | [24 4 3 31] |
Psychological issues - ANN | 5 | 2 | 0.548 | 0.274 | 0.871 | 0.943 | [0 28 0 34] |
Psychological issues - ANN | 5 | 4 | 0.903 | 0.902 | 0.905 | 0.854 | [26 2 4 30] |
Psychological issues - ANN | 5 | 8 | 0.911 | 0.901 | 0.879 | 0.807 | [25 3 4 30] |
Psychological issues - ANN | 5 | 16 | 0.882 | 0.872 | 0.918 | 0.874 | [24 4 5 29] |
Psychological issues - ANN | 5 | 32 | 0.867 | 0.887 | 0.887 | 0.891 | [23 5 6 28] |
Psychological issues - ANN | 5 | 64 | 0.882 | 0.856 | 0.853 | 0.881 | [24 4 4 30] |
Psychological issues - ANN | 5 | 128 | 0.862 | 0.923 | 0.879 | 0.354 | [24 4 3 31] |
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