| { |
| "sklearn": { |
| "columns": [ |
| "mean radius", |
| "mean texture", |
| "mean perimeter", |
| "mean area", |
| "mean smoothness", |
| "mean compactness", |
| "mean concavity", |
| "mean concave points", |
| "mean symmetry", |
| "mean fractal dimension", |
| "radius error", |
| "texture error", |
| "perimeter error", |
| "area error", |
| "smoothness error", |
| "compactness error", |
| "concavity error", |
| "concave points error", |
| "symmetry error", |
| "fractal dimension error", |
| "worst radius", |
| "worst texture", |
| "worst perimeter", |
| "worst area", |
| "worst smoothness", |
| "worst compactness", |
| "worst concavity", |
| "worst concave points", |
| "worst symmetry", |
| "worst fractal dimension" |
| ], |
| "environment": [ |
| "scikit-learn=1.4.1.post1" |
| ], |
| "example_input": { |
| "area error": [ |
| 30.29, |
| 96.05, |
| 48.31 |
| ], |
| "compactness error": [ |
| 0.01911, |
| 0.01652, |
| 0.01484 |
| ], |
| "concave points error": [ |
| 0.01037, |
| 0.0137, |
| 0.01093 |
| ], |
| "concavity error": [ |
| 0.02701, |
| 0.02269, |
| 0.02813 |
| ], |
| "fractal dimension error": [ |
| 0.003586, |
| 0.001698, |
| 0.002461 |
| ], |
| "mean area": [ |
| 481.9, |
| 1130.0, |
| 748.9 |
| ], |
| "mean compactness": [ |
| 0.1058, |
| 0.1029, |
| 0.1223 |
| ], |
| "mean concave points": [ |
| 0.03821, |
| 0.07951, |
| 0.08087 |
| ], |
| "mean concavity": [ |
| 0.08005, |
| 0.108, |
| 0.1466 |
| ], |
| "mean fractal dimension": [ |
| 0.06373, |
| 0.05461, |
| 0.05796 |
| ], |
| "mean perimeter": [ |
| 81.09, |
| 123.6, |
| 101.7 |
| ], |
| "mean radius": [ |
| 12.47, |
| 18.94, |
| 15.46 |
| ], |
| "mean smoothness": [ |
| 0.09965, |
| 0.09009, |
| 0.1092 |
| ], |
| "mean symmetry": [ |
| 0.1925, |
| 0.1582, |
| 0.1931 |
| ], |
| "mean texture": [ |
| 18.6, |
| 21.31, |
| 19.48 |
| ], |
| "perimeter error": [ |
| 2.497, |
| 5.486, |
| 3.094 |
| ], |
| "radius error": [ |
| 0.3961, |
| 0.7888, |
| 0.4743 |
| ], |
| "smoothness error": [ |
| 0.006953, |
| 0.004444, |
| 0.00624 |
| ], |
| "symmetry error": [ |
| 0.01782, |
| 0.01386, |
| 0.01397 |
| ], |
| "texture error": [ |
| 1.044, |
| 0.7975, |
| 0.7859 |
| ], |
| "worst area": [ |
| 677.9, |
| 1866.0, |
| 1156.0 |
| ], |
| "worst compactness": [ |
| 0.2378, |
| 0.2336, |
| 0.2394 |
| ], |
| "worst concave points": [ |
| 0.1015, |
| 0.1789, |
| 0.1514 |
| ], |
| "worst concavity": [ |
| 0.2671, |
| 0.2687, |
| 0.3791 |
| ], |
| "worst fractal dimension": [ |
| 0.0875, |
| 0.06589, |
| 0.08019 |
| ], |
| "worst perimeter": [ |
| 96.05, |
| 165.9, |
| 124.9 |
| ], |
| "worst radius": [ |
| 14.97, |
| 24.86, |
| 19.26 |
| ], |
| "worst smoothness": [ |
| 0.1426, |
| 0.1193, |
| 0.1546 |
| ], |
| "worst symmetry": [ |
| 0.3014, |
| 0.2551, |
| 0.2837 |
| ], |
| "worst texture": [ |
| 24.64, |
| 26.58, |
| 26.0 |
| ] |
| }, |
| "model": { |
| "file": "breast.pkl" |
| }, |
| "model_format": "pickle", |
| "task": "tabular-classification", |
| "use_intelex": false |
| } |
| } |
