{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Cross Validation\n", "As time-series have the inherent structure we could run into problems with traditional shuffled Kfolds cross-validation. hcrystalball implements forward rolling cross-validation making training set consist only of observations that occurred prior to the observations that form the test set.\n", "\n", "