classifier.multiblock_biprojector: Multiblock Bi-Projector Classifier

In bbuchsbaum/multivarious: Extensible Data Structures for Multivariate Analysis

Multiblock Bi-Projector Classifier

Description

Constructs a classifier for a multiblock bi-projector model that can generate predictions for new data points.

Usage

## S3 method for class 'multiblock_biprojector'
classifier(
  x,
  colind = NULL,
  labels,
  new_data = NULL,
  block = NULL,
  knn = 1,
  ...
)

Arguments

x	A fitted multiblock bi-projector model object.
colind	An optional vector of column indices used for prediction (default: NULL).
labels	A factor or vector of class labels for the training data.
new_data	An optional data matrix for which to generate predictions (default: NULL).
block	An optional block index for prediction (default: NULL).
knn	The number of nearest neighbors to consider in the classifier (default: 1).
...	Additional arguments to be passed to the specific model implementation of classifier.

Value

A multiblock classifier object.

See Also

Other classifier: classifier.projector()

bbuchsbaum/multivarious documentation built on April 15, 2024, 3:33 a.m.