Histogram-Based Gradient Boosting Regression Tree for Time Series Forecasting

Presenting and Coding a Machine Learning Model on Time Series

This article will discuss a machine learning model referred to as Histogram-Based Gradient Boosting Regressor. We will download a time series from an online source, transform it (i.e. make it stationary) and will simply apply the model’s tools to forecast t+1 values at each time step. We will just apply a simple performance evaluation tool, that is the …