InTDS ArchivebySlava KisilevichImproving Marketing Mix Modeling Using Machine Learning ApproachesBuilding MMM models using tree-based ensembles and explaining media channel performance using SHAP (Shapley Additive Explanations)Jun 8, 202210Jun 8, 202210
InTDS ArchivebyYenwee LimEnsemble Averaging — Improve machine learning performance by votingEnsemble averaging utilizes results from multiple models and combining them to produce an even better predictive model, as opposed to just…Mar 24, 20221Mar 24, 20221
InTDS ArchivebyYenwee LimStacked ensembles — improving model performance on a higher levelStacked ensembles engineers linear combinations of multiple predictors to improve models performance.Mar 25, 20222Mar 25, 20222
InGeek CulturebyHiteshwar SinghEnsemble Learning: Basics and OverviewWhat is Ensemble Learning? What are it’s types?Jun 30, 2021Jun 30, 2021
InGeek CulturebyVaishnavi AmbatiEverything about Ensemble LearningWhat, why, types of Ensemble learning with code and examples. Comparison between various ensemble methods. Random Forest, Gradient BoostingJun 21, 2021Jun 21, 2021
InTDS ArchivebyJoseph RoccaEnsemble methods: bagging, boosting and stackingUnderstanding the key concepts of ensemble learning.Apr 23, 201937Apr 23, 201937