| { | |
| "sklearn": { | |
| "columns": [ | |
| "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" | |
| ], | |
| "environment": [ | |
| "scikit-learn" | |
| ], | |
| "example_input": { | |
| "area_mean": [ | |
| 407.4, | |
| 1335.0, | |
| 428.0 | |
| ], | |
| "area_se": [ | |
| 26.99, | |
| 77.02, | |
| 17.12 | |
| ], | |
| "area_worst": [ | |
| 508.9, | |
| 1946.0, | |
| 546.3 | |
| ], | |
| "compactness_mean": [ | |
| 0.05991, | |
| 0.1076, | |
| 0.069 | |
| ], | |
| "compactness_se": [ | |
| 0.01065, | |
| 0.01895, | |
| 0.01727 | |
| ], | |
| "compactness_worst": [ | |
| 0.1049, | |
| 0.3055, | |
| 0.188 | |
| ], | |
| "concave points_mean": [ | |
| 0.02069, | |
| 0.08941, | |
| 0.01393 | |
| ], | |
| "concave points_se": [ | |
| 0.009175, | |
| 0.01232, | |
| 0.006747 | |
| ], | |
| "concave points_worst": [ | |
| 0.06544, | |
| 0.2112, | |
| 0.06913 | |
| ], | |
| "concavity_mean": [ | |
| 0.02638, | |
| 0.1527, | |
| 0.02669 | |
| ], | |
| "concavity_se": [ | |
| 0.01245, | |
| 0.02681, | |
| 0.02045 | |
| ], | |
| "concavity_worst": [ | |
| 0.08105, | |
| 0.4159, | |
| 0.1471 | |
| ], | |
| "fractal_dimension_mean": [ | |
| 0.05934, | |
| 0.05478, | |
| 0.06057 | |
| ], | |
| "fractal_dimension_se": [ | |
| 0.001461, | |
| 0.001711, | |
| 0.002922 | |
| ], | |
| "fractal_dimension_worst": [ | |
| 0.06487, | |
| 0.07055, | |
| 0.07993 | |
| ], | |
| "perimeter_mean": [ | |
| 73.28, | |
| 134.8, | |
| 75.51 | |
| ], | |
| "perimeter_se": [ | |
| 2.684, | |
| 4.119, | |
| 1.444 | |
| ], | |
| "perimeter_worst": [ | |
| 83.12, | |
| 166.8, | |
| 85.22 | |
| ], | |
| "radius_mean": [ | |
| 11.5, | |
| 20.64, | |
| 11.84 | |
| ], | |
| "radius_se": [ | |
| 0.3927, | |
| 0.6137, | |
| 0.2222 | |
| ], | |
| "radius_worst": [ | |
| 12.97, | |
| 25.37, | |
| 13.3 | |
| ], | |
| "smoothness_mean": [ | |
| 0.09345, | |
| 0.09446, | |
| 0.08871 | |
| ], | |
| "smoothness_se": [ | |
| 0.00638, | |
| 0.006211, | |
| 0.005517 | |
| ], | |
| "smoothness_worst": [ | |
| 0.1183, | |
| 0.1562, | |
| 0.128 | |
| ], | |
| "symmetry_mean": [ | |
| 0.1834, | |
| 0.1571, | |
| 0.1533 | |
| ], | |
| "symmetry_se": [ | |
| 0.02292, | |
| 0.01276, | |
| 0.01616 | |
| ], | |
| "symmetry_worst": [ | |
| 0.274, | |
| 0.2689, | |
| 0.2535 | |
| ], | |
| "texture_mean": [ | |
| 18.45, | |
| 17.35, | |
| 18.94 | |
| ], | |
| "texture_se": [ | |
| 0.8429, | |
| 0.6575, | |
| 0.8652 | |
| ], | |
| "texture_worst": [ | |
| 22.46, | |
| 23.17, | |
| 24.99 | |
| ] | |
| }, | |
| "model": { | |
| "file": "model.pkl" | |
| }, | |
| "task": "tabular-classification" | |
| } | |
| } |