Dr. Dave GuggenheiminTowards Data ScienceIn Search of the Perfect Machine Learning ModelProbabilistic Performance and the Almost-Free Lunch22 min read·Oct 17, 2022--1--1
Dr. Dave GuggenheiminTowards Data ScienceThe Mystery of ADASYN is RevealedIf you think you know what ADASYN is doing in predictive models, you’re most likely wrong. Read on and we’ll show you the remarkable truth.18 min read·Jun 15, 2022----
Dr. Dave GuggenheiminTowards Data ScienceLogistic Regression and the Feature Scaling EnsembleA new groove toward optimality for linear classification12 min read·Feb 1, 2022----
Dr. Dave GuggenheiminTowards Data ScienceThe Mystery of Feature Scaling is Finally SolvedPrinciple Researcher: Dave Guggenheim / Co-Researcher: Utsav Vachhani15 min read·Sep 22, 2021----
Dr. Dave GuggenheiminTowards Data ScienceFuture-Proof Your Data PartitionsData Partitioning and The Ghost in the Machine5 min read·Sep 6, 2021----