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A tutorial to tune xgboost with user-defined metrics, parallelized tuning, a little of prediction, and feature selection. For now, tutorial in R.
A comparative breakdown of traditional econometric timeseries models vs. more modern ML methods for predicting a retail firm's sales over a short to medium horizon