Model: EngrSamad/breast-cancer
Author: EngrSamad
Pipeline: tabular-classification
Library: sklearn
Tags: sklearn, skops, tabular-classification, license:mit, region:us
Card metadata: license: mit
library_name: sklearn
tags: sklearn, skops, tabular-classification
model_format: pickle
model_file: breast.pkl
widget: structuredData: 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, 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, 1156
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
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Created: 2024-03-19 18:46:59