sirus.predict: Predict.

In sirus: Stable and Interpretable RUle Set

Predict.

Description

Compute SIRUS predictions for new observations.

Usage

sirus.predict(sirus.m, data.test)

Arguments

sirus.m	A SIRUS model generated by sirus.fit.
data.test	Testing data (dataframe of new observations).

Value

Predictions. For classification, vector of the predicted probability of each new observation to be of class 1.

Examples

## load SIRUS
require(sirus)

## prepare data
data <- iris
y <- rep(0, nrow(data))
y[data$Species == 'setosa'] = 1
data$Species <- NULL

#' ## fit SIRUS
sirus.m <- sirus.fit(data, y)

## predict
predictions <- sirus.predict(sirus.m, data)

sirus documentation built on June 13, 2022, 5:07 p.m.