Fast Machine Learning Model Training and Evaluation

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Documentation for package ‘fastml’ version 0.4.0

• DESCRIPTION file.

Help Pages

evaluate_models	Evaluate Models Function
fastexplain	FastExplain the fastml_model (DALEX + SHAP + Permutation-based VI)
fastexplore	Explore and Summarize a Dataset Quickly
fastml	Fast Machine Learning Function
load_model	Load Model Function
plot.fastml_model	Plot Function for fastml_model
predict.fastml_model	Predict Function for fastml_model
sanitize	Clean Column Names or Character Vectors by Removing Special Characters
save_model	Save Model Function
summary.fastml_model	Summary Function for fastml_model (Using yardstick for ROC Curves)
train_models	Train Specified Machine Learning Algorithms on the Training Data