{ "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=1.0.2" ], "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" } }