WisconsinDiagnosticBreastCancer Properties |
The WisconsinDiagnosticBreastCancer type exposes the following members.
Name | Description | |
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ClassLabels |
Gets the class labels associated with each instance
in Wisconsin's Breast Cancer dataset.
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ClassNames |
Gets the class labels in Wisconsin's (Diagnostic) Breast Cancer dataset.
"Benign", "Malignant".
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Features |
Gets the data instance features contained in Wisconsin's Breast Cancer dataset.
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InstanceIds |
Gets identifiers for each of the instances contained in Wisconsin's Breast Cancer dataset.
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VariableNames |
Gets the variable names in Wisconsin's Breast Cancer dataset:
"radius" (mean of distances from center to points on the perimeter),
"texture" (standard deviation of gray-scale values),
"perimeter",
"area",
"smoothness" (local variation in radius lengths),
"compactness" (perimeter^2 / area - 1.0),
"concavity" (severity of concave portions of the contour),
"concave points" (number of concave portions of the contour),
"symmetry",
"fractal dimension" ("coastline approximation" - 1)
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