Data Science, Machine Learning, Statistics, Open Source, Crossvalidation.
estimating the generalization error with cross-validation, but we haven’t finished yet. Many models are available: random forest, XGBoost, support vector machines, logistic regression, etc. Since we don’t know which one will work best, we try a few of them. So let’s say we try Random Forest and