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| "rules_description": [ | |
| "if (gill-spacing <= 0.5) and (stalk-surface-above-ring > 0.5) and (ring-number > 0.5) then class: p (proba: 83.33%) | based on 5 samples", | |
| "if (gill-color > 7.5) and (odor <= 3.5) and (stalk-color-below-ring > 6.5) then class: e (proba: 100.0%) | based on 7 samples", | |
| "if (stalk-root <= -0.5) and (stalk-surface-below-ring <= 1.5) and (stalk-color-above-ring <= 3.5) then class: p (proba: 78.45%) | based on 79 samples", | |
| "if (stalk-color-above-ring <= 1.5) and (cap-color <= 3.5) and (spore-print-color > 2.5) then class: p (proba: 64.29%) | based on 66 samples", | |
| "if (cap-surface > 1.5) and (stalk-shape <= 0.5) and (gill-size > 0.5) then class: p (proba: 85.87%) | based on 63 samples", | |
| "if (gill-color <= 7.5) and (stalk-surface-below-ring > 2.5) and (ring-type > 1.0) then class: p (proba: 100.0%) | based on 77 samples", | |
| "if (spore-print-color > 2.5) and (spore-print-color <= 5.5) and (gill-color <= 7.5) then class: p (proba: 70.85%) | based on 143 samples", | |
| "if (spore-print-color > 2.5) and (spore-print-color <= 5.5) and (ring-type <= 2.5) then class: p (proba: 89.46%) | based on 245 samples", | |
| "if (stalk-color-above-ring > 1.5) and (cap-color > 0.5) and (cap-surface > 0.5) then class: p (proba: 76.88%) | based on 128 samples", | |
| "if (ring-type <= 0.5) and (gill-color > 5.5) and (odor <= 4.0) then class: e (proba: 98.31%) | based on 37 samples", | |
| "if (stalk-color-above-ring > 1.5) and (stalk-surface-above-ring <= 1.0) and (cap-surface > 1.5) then class: e (proba: 100.0%) | based on 18 samples", | |
| "if (odor <= 3.5) and (gill-color > 0.5) and (population > 3.5) then class: e (proba: 99.3%) | based on 95 samples", | |
| "if (ring-type <= 0.5) and (stalk-shape > 0.5) and (stalk-surface-below-ring <= 0.5) then class: e (proba: 94.03%) | based on 124 samples", | |
| "if (population > 2.5) and (bruises%3F <= 0.5) and (cap-surface <= 0.5) then class: p (proba: 64.29%) | based on 20 samples", | |
| "if (odor <= 3.5) and (gill-size > 0.5) and (spore-print-color <= 4.5) then class: e (proba: 100.0%) | based on 232 samples", | |
| "if (spore-print-color <= 2.5) and (ring-type <= 0.5) and (cap-color <= 4.5) then class: e (proba: 86.51%) | based on 207 samples", | |
| "if (stalk-surface-below-ring <= 2.5) and (spore-print-color <= 2.5) and (stalk-surface-above-ring <= 0.5) then class: e (proba: 84.64%) | based on 235 samples", | |
| "if (stalk-color-below-ring <= 2.5) and (stalk-root > -0.5) and (ring-type <= 1.5) then class: e (proba: 80.19%) | based on 270 samples", | |
| "if (gill-size <= 0.5) and (ring-type <= 2.0) and (stalk-color-above-ring <= 1.0) then class: p (proba: 82.8%) | based on 101 samples", | |
| "if (spore-print-color <= 2.5) and (population <= 0.5) and (ring-type <= 0.5) then class: p (proba: 53.12%) | based on 43 samples" | |
| ], | |
| "config": { | |
| "n_trees": 20, | |
| "max_depth": 3, | |
| "max_features": 2, | |
| "used_data": 0.1 | |
| } | |
| } |