Using Predict() with Multinomial Distribution Models: A Solution for Class Probabilities in GBM

Gradient Boosting for Multinomial Classification in R: A Deeper Dive into Alternative Approaches and Best Practices

Estimating Multinomial Logit Models with R: A Deep Dive into the mlogit Function