{ "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" } }