8.0 KiB
8.0 KiB
| 1 | Measure | Value | Tuning | |
|---|---|---|---|---|
| 2 | 0 | Precision | 0.8602150537634409 | Basic Decision Tree |
| 3 | 1 | Recall | 0.8648648648648649 | Basic Decision Tree |
| 4 | 2 | Accuracy | 0.9633883704235463 | Basic Decision Tree |
| 5 | 3 | F1Score | 0.8625336927223719 | Basic Decision Tree |
| 6 | 4 | Precision | 0.9010989010989011 | Custom Decision Tree |
| 7 | 5 | Recall | 0.8864864864864865 | Custom Decision Tree |
| 8 | 6 | Accuracy | 0.9720028715003589 | Custom Decision Tree |
| 9 | 7 | F1Score | 0.8937329700272478 | Custom Decision Tree |
| 10 | 8 | Precision | 0.8563829787234043 | Basic Decision Tree |
| 11 | 9 | Recall | 0.8702702702702703 | Basic Decision Tree |
| 12 | 10 | Accuracy | 0.9633883704235463 | Basic Decision Tree |
| 13 | 11 | F1Score | 0.8632707774798928 | Basic Decision Tree |
| 14 | 12 | Precision | 0.9585798816568047 | Custom Decision Tree |
| 15 | 13 | Recall | 0.8756756756756757 | Custom Decision Tree |
| 16 | 14 | Accuracy | 0.9784637473079684 | Custom Decision Tree |
| 17 | 15 | F1Score | 0.9152542372881357 | Custom Decision Tree |
| 18 | 16 | Precision | 0.8804347826086957 | Basic Decision Tree |
| 19 | 17 | Recall | 0.8756756756756757 | Basic Decision Tree |
| 20 | 18 | Accuracy | 0.9676956209619526 | Basic Decision Tree |
| 21 | 19 | F1Score | 0.8780487804878049 | Basic Decision Tree |
| 22 | 20 | Precision | 0.9209039548022598 | Custom Decision Tree |
| 23 | 21 | Recall | 0.8810810810810811 | Custom Decision Tree |
| 24 | 22 | Accuracy | 0.9741564967695621 | Custom Decision Tree |
| 25 | 23 | F1Score | 0.9005524861878452 | Custom Decision Tree |
| 26 | 24 | Precision | 0.8412698412698413 | Basic Decision Tree |
| 27 | 25 | Recall | 0.8594594594594595 | Basic Decision Tree |
| 28 | 26 | Accuracy | 0.9597989949748744 | Basic Decision Tree |
| 29 | 27 | F1Score | 0.8502673796791443 | Basic Decision Tree |
| 30 | 28 | Precision | 0.9349112426035503 | Custom Decision Tree |
| 31 | 29 | Recall | 0.8540540540540541 | Custom Decision Tree |
| 32 | 30 | Accuracy | 0.9727207465900933 | Custom Decision Tree |
| 33 | 31 | F1Score | 0.8926553672316384 | Custom Decision Tree |
| 34 | 32 | Precision | 0.8586956521739131 | Basic Decision Tree |
| 35 | 33 | Recall | 0.8540540540540541 | Basic Decision Tree |
| 36 | 34 | Accuracy | 0.9619526202440776 | Basic Decision Tree |
| 37 | 35 | F1Score | 0.8563685636856369 | Basic Decision Tree |
| 38 | 36 | Precision | 0.9081081081081082 | Custom Decision Tree |
| 39 | 37 | Recall | 0.9081081081081082 | Custom Decision Tree |
| 40 | 38 | Accuracy | 0.9755922469490309 | Custom Decision Tree |
| 41 | 39 | F1Score | 0.9081081081081082 | Custom Decision Tree |
| 42 | 40 | Precision | 0.8534031413612565 | Basic Decision Tree |
| 43 | 41 | Recall | 0.8810810810810811 | Basic Decision Tree |
| 44 | 42 | Accuracy | 0.9641062455132807 | Basic Decision Tree |
| 45 | 43 | F1Score | 0.8670212765957447 | Basic Decision Tree |
| 46 | 44 | Precision | 0.8695652173913043 | Custom Decision Tree |
| 47 | 45 | Recall | 0.8648648648648649 | Custom Decision Tree |
| 48 | 46 | Accuracy | 0.964824120603015 | Custom Decision Tree |
| 49 | 47 | F1Score | 0.8672086720867209 | Custom Decision Tree |
| 50 | 48 | Precision | 0.8709677419354839 | Basic Decision Tree |
| 51 | 49 | Recall | 0.8756756756756757 | Basic Decision Tree |
| 52 | 50 | Accuracy | 0.9662598707824839 | Basic Decision Tree |
| 53 | 51 | F1Score | 0.8733153638814016 | Basic Decision Tree |
| 54 | 52 | Precision | 0.8950276243093923 | Custom Decision Tree |
| 55 | 53 | Recall | 0.8756756756756757 | Custom Decision Tree |
| 56 | 54 | Accuracy | 0.9698492462311558 | Custom Decision Tree |
| 57 | 55 | F1Score | 0.8852459016393444 | Custom Decision Tree |
| 58 | 56 | Precision | 0.8541666666666666 | Basic Decision Tree |
| 59 | 57 | Recall | 0.8864864864864865 | Basic Decision Tree |
| 60 | 58 | Accuracy | 0.964824120603015 | Basic Decision Tree |
| 61 | 59 | F1Score | 0.870026525198939 | Basic Decision Tree |
| 62 | 60 | Precision | 0.9239766081871345 | Custom Decision Tree |
| 63 | 61 | Recall | 0.8540540540540541 | Custom Decision Tree |
| 64 | 62 | Accuracy | 0.9712849964106246 | Custom Decision Tree |
| 65 | 63 | F1Score | 0.8876404494382022 | Custom Decision Tree |
| 66 | 64 | Precision | 0.8518518518518519 | Basic Decision Tree |
| 67 | 65 | Recall | 0.8702702702702703 | Basic Decision Tree |
| 68 | 66 | Accuracy | 0.9626704953338119 | Basic Decision Tree |
| 69 | 67 | F1Score | 0.8609625668449198 | Basic Decision Tree |
| 70 | 68 | Precision | 0.9005524861878453 | Custom Decision Tree |
| 71 | 69 | Recall | 0.8810810810810811 | Custom Decision Tree |
| 72 | 70 | Accuracy | 0.9712849964106246 | Custom Decision Tree |
| 73 | 71 | F1Score | 0.8907103825136612 | Custom Decision Tree |
| 74 | 72 | Precision | 0.8602150537634409 | Basic Decision Tree |
| 75 | 73 | Recall | 0.8648648648648649 | Basic Decision Tree |
| 76 | 74 | Accuracy | 0.9633883704235463 | Basic Decision Tree |
| 77 | 75 | F1Score | 0.8625336927223719 | Basic Decision Tree |
| 78 | 76 | Precision | 0.8852459016393442 | Custom Decision Tree |
| 79 | 77 | Recall | 0.8756756756756757 | Custom Decision Tree |
| 80 | 78 | Accuracy | 0.968413496051687 | Custom Decision Tree |
| 81 | 79 | F1Score | 0.8804347826086957 | Custom Decision Tree |
| 82 | 80 | Precision | 0.8473684210526315 | Basic Decision Tree |
| 83 | 81 | Recall | 0.8702702702702703 | Basic Decision Tree |
| 84 | 82 | Accuracy | 0.9619526202440776 | Basic Decision Tree |
| 85 | 83 | F1Score | 0.8586666666666666 | Basic Decision Tree |
| 86 | 84 | Precision | 0.873015873015873 | Custom Decision Tree |
| 87 | 85 | Recall | 0.8918918918918919 | Custom Decision Tree |
| 88 | 86 | Accuracy | 0.968413496051687 | Custom Decision Tree |
| 89 | 87 | F1Score | 0.8823529411764706 | Custom Decision Tree |
| 90 | 88 | Precision | 0.8541666666666666 | Basic Decision Tree |
| 91 | 89 | Recall | 0.8864864864864865 | Basic Decision Tree |
| 92 | 90 | Accuracy | 0.964824120603015 | Basic Decision Tree |
| 93 | 91 | F1Score | 0.870026525198939 | Basic Decision Tree |
| 94 | 92 | Precision | 0.9204545454545454 | Custom Decision Tree |
| 95 | 93 | Recall | 0.8756756756756757 | Custom Decision Tree |
| 96 | 94 | Accuracy | 0.9734386216798278 | Custom Decision Tree |
| 97 | 95 | F1Score | 0.8975069252077563 | Custom Decision Tree |
| 98 | 96 | Precision | 0.8315789473684211 | Basic Decision Tree |
| 99 | 97 | Recall | 0.8540540540540541 | Basic Decision Tree |
| 100 | 98 | Accuracy | 0.9576453697056713 | Basic Decision Tree |
| 101 | 99 | F1Score | 0.8426666666666667 | Basic Decision Tree |
| 102 | 100 | Precision | 0.873015873015873 | Custom Decision Tree |
| 103 | 101 | Recall | 0.8918918918918919 | Custom Decision Tree |
| 104 | 102 | Accuracy | 0.968413496051687 | Custom Decision Tree |
| 105 | 103 | F1Score | 0.8823529411764706 | Custom Decision Tree |
| 106 | 104 | Precision | 0.8638743455497382 | Basic Decision Tree |
| 107 | 105 | Recall | 0.8918918918918919 | Basic Decision Tree |
| 108 | 106 | Accuracy | 0.9669777458722182 | Basic Decision Tree |
| 109 | 107 | F1Score | 0.8776595744680851 | Basic Decision Tree |
| 110 | 108 | Precision | 0.9044943820224719 | Custom Decision Tree |
| 111 | 109 | Recall | 0.8702702702702703 | Custom Decision Tree |
| 112 | 110 | Accuracy | 0.9705671213208902 | Custom Decision Tree |
| 113 | 111 | F1Score | 0.8870523415977961 | Custom Decision Tree |
| 114 | 112 | Precision | 0.8617021276595744 | Basic Decision Tree |
| 115 | 113 | Recall | 0.8756756756756757 | Basic Decision Tree |
| 116 | 114 | Accuracy | 0.964824120603015 | Basic Decision Tree |
| 117 | 115 | F1Score | 0.8686327077747988 | Basic Decision Tree |
| 118 | 116 | Precision | 0.8950276243093923 | Custom Decision Tree |
| 119 | 117 | Recall | 0.8756756756756757 | Custom Decision Tree |
| 120 | 118 | Accuracy | 0.9698492462311558 | Custom Decision Tree |
| 121 | 119 | F1Score | 0.8852459016393444 | Custom Decision Tree |
| 122 | 120 | Precision | 0.8549222797927462 | Basic Decision Tree |
| 123 | 121 | Recall | 0.8918918918918919 | Basic Decision Tree |
| 124 | 122 | Accuracy | 0.9655419956927495 | Basic Decision Tree |
| 125 | 123 | F1Score | 0.8730158730158729 | Basic Decision Tree |
| 126 | 124 | Precision | 0.9005524861878453 | Custom Decision Tree |
| 127 | 125 | Recall | 0.8810810810810811 | Custom Decision Tree |
| 128 | 126 | Accuracy | 0.9712849964106246 | Custom Decision Tree |
| 129 | 127 | F1Score | 0.8907103825136612 | Custom Decision Tree |
| 130 | 128 | Precision | 0.8617021276595744 | Basic Decision Tree |
| 131 | 129 | Recall | 0.8756756756756757 | Basic Decision Tree |
| 132 | 130 | Accuracy | 0.964824120603015 | Basic Decision Tree |
| 133 | 131 | F1Score | 0.8686327077747988 | Basic Decision Tree |
| 134 | 132 | Precision | 0.8978494623655914 | Custom Decision Tree |
| 135 | 133 | Recall | 0.9027027027027027 | Custom Decision Tree |
| 136 | 134 | Accuracy | 0.9734386216798278 | Custom Decision Tree |
| 137 | 135 | F1Score | 0.9002695417789757 | Custom Decision Tree |
| 138 | 136 | Precision | 0.8497409326424871 | Basic Decision Tree |
| 139 | 137 | Recall | 0.8864864864864865 | Basic Decision Tree |
| 140 | 138 | Accuracy | 0.9641062455132807 | Basic Decision Tree |
| 141 | 139 | F1Score | 0.8677248677248677 | Basic Decision Tree |
| 142 | 140 | Precision | 0.8776595744680851 | Custom Decision Tree |
| 143 | 141 | Recall | 0.8918918918918919 | Custom Decision Tree |
| 144 | 142 | Accuracy | 0.9691313711414213 | Custom Decision Tree |
| 145 | 143 | F1Score | 0.8847184986595175 | Custom Decision Tree |
| 146 | 144 | Precision | 0.8556149732620321 | Basic Decision Tree |
| 147 | 145 | Recall | 0.8648648648648649 | Basic Decision Tree |
| 148 | 146 | Accuracy | 0.9626704953338119 | Basic Decision Tree |
| 149 | 147 | F1Score | 0.860215053763441 | Basic Decision Tree |
| 150 | 148 | Precision | 0.8350515463917526 | Custom Decision Tree |
| 151 | 149 | Recall | 0.8756756756756757 | Custom Decision Tree |
| 152 | 150 | Accuracy | 0.9605168700646087 | Custom Decision Tree |
| 153 | 151 | F1Score | 0.8548812664907652 | Custom Decision Tree |
| 154 | 152 | Precision | 0.8663101604278075 | Basic Decision Tree |
| 155 | 153 | Recall | 0.8756756756756757 | Basic Decision Tree |
| 156 | 154 | Accuracy | 0.9655419956927495 | Basic Decision Tree |
| 157 | 155 | F1Score | 0.8709677419354839 | Basic Decision Tree |
| 158 | 156 | Precision | 0.9034090909090909 | Custom Decision Tree |
| 159 | 157 | Recall | 0.8594594594594595 | Custom Decision Tree |
| 160 | 158 | Accuracy | 0.9691313711414213 | Custom Decision Tree |
| 161 | 159 | F1Score | 0.8808864265927977 | Custom Decision Tree |