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{
"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"
}
} |