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Machine-Learning-in-R - 4-hour tutorial on machine learning in R: knn, decision trees, random forest, boosting, superlearner
This is the repository for D-Lab’s Introduction to Machine Learning in R workshop.
machine-learning dlab-berkeley tutorial knn random-forest gradient-boosting-machine superlearner decision-treessuperlearner-guide - SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc
A guide to using SuperLearner for prediction. Also many Coursera offerings and other online classes.
superlearner cross-validation statistical-learning ensembles tmle targeted-learning
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