predict-basemodel: Predict method for kindling basemodel fits

In kindling: Higher-Level Interface of 'torch' Package to Auto-Train Neural Networks

Predict method for kindling basemodel fits

Description

Predict method for kindling basemodel fits

Usage

## S3 method for class 'ffnn_fit'
predict(object, newdata = NULL, new_data = NULL, type = "response", ...)

## S3 method for class 'rnn_fit'
predict(object, newdata = NULL, new_data = NULL, type = "response", ...)

Arguments

object	An object of class "ffnn_fit" or "rnn_fit".
newdata	Data frame. New data for predictions. If NULL, uses the original training data (if available).
new_data	Alternative to newdata (for consistency with hardhat).
type	Character. Type of prediction: "response" (default) – predicted values or predicted classes "prob" – class probabilities (only for classification models)
...	Currently unused.

Value

• For regression models: a numeric vector (single output) or matrix (multiple outputs) of predicted values.

• For classification models:

  • type = "response": a factor vector of predicted class labels

  • type = "prob": a numeric matrix of class probabilities, with columns named after the class levels.

kindling documentation built on March 3, 2026, 9:07 a.m.