| { | |
| "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 | |
| } | |
| } |