orf (version 0.1.4)

print.orf.prediction: Print of the Ordered Forest Prediction

Description

print of Ordered Forest predictions of class orf.prediction

Usage

# S3 method for orf.prediction
print(x, ...)

Arguments

x

predicted Ordered Forest object of class orf.prediction

...

further arguments (currently ignored)

Author

Gabriel Okasa

Details

print.orf.prediction provides a first glimpse of the Ordered Forest prediction, printed directly to the R console. The printed information contains the main inputs of the predict.orf function.

Examples

# Ordered Forest
require(orf)

# load example data
data(odata)

# specify response and covariates for train and test
idx <- sample(seq(1, nrow(odata), 1), 0.8*nrow(odata))

# train set
Y_train <- as.numeric(odata[idx, 1])
X_train <- as.matrix(odata[idx, -1])

# test set
Y_test <- as.numeric(odata[-idx, 1])
X_test <- as.matrix(odata[-idx, -1])

# estimate Ordered Forest
orf_fit <- orf(X_train, Y_train)

# predict the probabilities with the estimated orf
orf_pred <- predict(orf_fit, newdata = X_test)

# print the prediction object
print(orf_pred)