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Tabular Classification

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my-awesome-model-blog / config.json

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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"
	}
	}