get_subset_of_feature_map: The function to get subset of points based on feature mapping

In MaxWiK: Machine Learning Method Based on Isolation Kernel Mean Embedding

The function to get subset of points based on feature mapping

Description

The function to get subset of points based on feature mapping

Usage

get_subset_of_feature_map(dtst, Matrix_Voronoi, iFeature_point)

Arguments

dtst	Dataset of all the original points
Matrix_Voronoi	Matrix of Voronoi diagrams based on the Isolation Kernel algorithm
iFeature_point	Feature mapping in RKHS for a point, that can be gotten via add_new_point_iKernel() function

Value

The subset of dtst that has points extracted with feature mapping of an observation point (iFeature_point)

Examples

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MaxWiK documentation built on April 3, 2025, 8:47 p.m.