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. 2021 Jan 25;7:e344. doi: 10.7717/peerj-cs.344
1 ID number
2 Diagnosis (M = Malignant, N = Normal)
3 to 32 Ten real-valued features are computed for each cell nucleus
i Radius (mean of distances from center to points on the perimeter)
ii Texture (Standard deviation of gray-scale values)
iii Perimeter
iv Area
v Smoothness (Local variation in radius lengths)
vi Compactness (Perimeter2 / area - 1.0)
vii Concavity (Severity of concave portions of the contour)
viii Concave points (Number of concave portions of the contour)
ix Symmetry
x Fractal dimension (“Coastline approximation” - 1)