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Function written in C++ for validating a new point (KNNOR-Validation)

Usage

knnor_is_same_class(new_point, dataset, labels, k)

Arguments

new_point

1-D array (vector) new data point to be validated before adding (with times*features elements)

dataset

2-D array (matrix) current embeddings (with size batch x times*features)

labels

1-D array (vector) of integers with batch elements

k

unsigned integer number of nearest neighbors

Value

Returns TRUE if a new point can be added, otherwise - FALSE