R - Logit

Logit - Generalized linear models; binomial

  • Logit; 10 fold cross validation repeated 5 times.
set.seed(1000) # Needed for cross validation seeding.
start_time <- Sys.time()     # Start timer

# Create model, 10X fold CV repeated 5X
tcontrol <- trainControl(method = "repeatedcv",
                         number = 10,
                         repeats = 5)

model_obj.1 <- train(Class ~ .,
                     data = training_set.1,
                     trControl = tcontrol,
                     method = "glm",
                     family = "binomial")

Sys.time() - start_time    # End & Display time

Logit Summary

summary(model_obj.1)