extract_probabilities: Extract probability predictions from any R model in a...

In unifiedml: Unified Interface for Machine Learning Models

Extract probability predictions from any R model in a standardised format

Description

Extract probability predictions from any R model in a standardised format

Usage

extract_probabilities(model, X, y_train = NULL, verbose = FALSE)

Arguments

model	Fitted model object (any class)
X	Feature matrix or data.frame for predictions
y_train	Optional training labels used to name output columns
verbose	Print diagnostic information (default: FALSE)

Value

Numeric matrix of shape n_samples x n_classes with column names as class labels. Attributes extraction_method and model_class record how predictions were obtained.

unifiedml documentation built on May 5, 2026, 9:06 a.m.