{ | |
"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=1.0.2" | |
], | |
"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": "example.pkl" | |
}, | |
"task": "tabular-classification" | |
} | |
} |