predict_dummy_classifier {basemodels}

dummy classifier predictor

Description

dummy classifier predictor

Usage

predict_dummy_classifier(object, X)

Arguments

object

a list created using dummy classifier.

X

a data frame.

Value

predicted values for the response variable.

Examples

# Split the data into training and testing sets
set.seed(2023)
index <- sample(1:nrow(iris), nrow(iris) * 0.8)
train_data <- iris[index,]
test_data <- iris[-index,]
dummy_model <- dummy_classifier(train_data$Species, strategy = "proportional", random_state = 2024)

# Make predictions using the trained dummy classifier
pred_vec <- predict_dummy_classifier(dummy_model, test_data)

# Evaluate the performance of the dummy classifier
conf_matrix <- caret::confusionMatrix(pred_vec, test_data$Species)
print(conf_matrix)