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modeltest

Tabular Classification

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modeltest / config.json

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	{
	"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": "skops-v5dfi0sh.pkl"
	},
	"task": "tabular-classification"
	}
	}