| { | |
| "sklearn": { | |
| "columns": [ | |
| "id", | |
| "radius_mean", | |
| "texture_mean", | |
| "perimeter_mean", | |
| "area_mean", | |
| "smoothness_mean", | |
| "compactness_mean", | |
| "concavity_mean", | |
| "concave points_mean", | |
| "symmetry_mean", | |
| "fractal_dimension_mean", | |
| "radius_se", | |
| "texture_se", | |
| "perimeter_se", | |
| "area_se", | |
| "smoothness_se", | |
| "compactness_se", | |
| "concavity_se", | |
| "concave points_se", | |
| "symmetry_se", | |
| "fractal_dimension_se", | |
| "radius_worst", | |
| "texture_worst", | |
| "perimeter_worst", | |
| "area_worst", | |
| "smoothness_worst", | |
| "compactness_worst", | |
| "concavity_worst", | |
| "concave points_worst", | |
| "symmetry_worst", | |
| "fractal_dimension_worst", | |
| "Unnamed: 32" | |
| ], | |
| "environment": [ | |
| "scikit-learn=1.0.2" | |
| ], | |
| "example_input": { | |
| "Unnamed: 32": [ | |
| NaN, | |
| NaN, | |
| NaN | |
| ], | |
| "area_mean": [ | |
| 481.9, | |
| 1130.0, | |
| 748.9 | |
| ], | |
| "area_se": [ | |
| 30.29, | |
| 96.05, | |
| 48.31 | |
| ], | |
| "area_worst": [ | |
| 677.9, | |
| 1866.0, | |
| 1156.0 | |
| ], | |
| "compactness_mean": [ | |
| 0.1058, | |
| 0.1029, | |
| 0.1223 | |
| ], | |
| "compactness_se": [ | |
| 0.01911, | |
| 0.01652, | |
| 0.01484 | |
| ], | |
| "compactness_worst": [ | |
| 0.2378, | |
| 0.2336, | |
| 0.2394 | |
| ], | |
| "concave points_mean": [ | |
| 0.03821, | |
| 0.07951, | |
| 0.08087 | |
| ], | |
| "concave points_se": [ | |
| 0.01037, | |
| 0.0137, | |
| 0.01093 | |
| ], | |
| "concave points_worst": [ | |
| 0.1015, | |
| 0.1789, | |
| 0.1514 | |
| ], | |
| "concavity_mean": [ | |
| 0.08005, | |
| 0.108, | |
| 0.1466 | |
| ], | |
| "concavity_se": [ | |
| 0.02701, | |
| 0.02269, | |
| 0.02813 | |
| ], | |
| "concavity_worst": [ | |
| 0.2671, | |
| 0.2687, | |
| 0.3791 | |
| ], | |
| "fractal_dimension_mean": [ | |
| 0.06373, | |
| 0.05461, | |
| 0.05796 | |
| ], | |
| "fractal_dimension_se": [ | |
| 0.003586, | |
| 0.001698, | |
| 0.002461 | |
| ], | |
| "fractal_dimension_worst": [ | |
| 0.0875, | |
| 0.06589, | |
| 0.08019 | |
| ], | |
| "id": [ | |
| 87930, | |
| 859575, | |
| 8670 | |
| ], | |
| "perimeter_mean": [ | |
| 81.09, | |
| 123.6, | |
| 101.7 | |
| ], | |
| "perimeter_se": [ | |
| 2.497, | |
| 5.486, | |
| 3.094 | |
| ], | |
| "perimeter_worst": [ | |
| 96.05, | |
| 165.9, | |
| 124.9 | |
| ], | |
| "radius_mean": [ | |
| 12.47, | |
| 18.94, | |
| 15.46 | |
| ], | |
| "radius_se": [ | |
| 0.3961, | |
| 0.7888, | |
| 0.4743 | |
| ], | |
| "radius_worst": [ | |
| 14.97, | |
| 24.86, | |
| 19.26 | |
| ], | |
| "smoothness_mean": [ | |
| 0.09965, | |
| 0.09009, | |
| 0.1092 | |
| ], | |
| "smoothness_se": [ | |
| 0.006953, | |
| 0.004444, | |
| 0.00624 | |
| ], | |
| "smoothness_worst": [ | |
| 0.1426, | |
| 0.1193, | |
| 0.1546 | |
| ], | |
| "symmetry_mean": [ | |
| 0.1925, | |
| 0.1582, | |
| 0.1931 | |
| ], | |
| "symmetry_se": [ | |
| 0.01782, | |
| 0.01386, | |
| 0.01397 | |
| ], | |
| "symmetry_worst": [ | |
| 0.3014, | |
| 0.2551, | |
| 0.2837 | |
| ], | |
| "texture_mean": [ | |
| 18.6, | |
| 21.31, | |
| 19.48 | |
| ], | |
| "texture_se": [ | |
| 1.044, | |
| 0.7975, | |
| 0.7859 | |
| ], | |
| "texture_worst": [ | |
| 24.64, | |
| 26.58, | |
| 26.0 | |
| ] | |
| }, | |
| "model": { | |
| "file": "example.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-classification" | |
| } | |
| } |