Gabe VerzinoinTowards Data ScienceOne Step to Make Decision Trees Produce Better ResultsBackground, implementation, and model improvementNov 23, 20231Nov 23, 20231
Gabe VerzinoinTowards Data ScienceBest Practices for Debugging Errors in Logistic Regression with PythonOptimizing performance using unstructured, real-world dataNov 13, 2023Nov 13, 2023
Gabe VerzinoinTowards Data ScienceUsing Bayesian Networks to forecast ancillary service volume in hospitalsA Python example using diagnostic input variablesAug 11, 2023Aug 11, 2023
Gabe VerzinoinTowards Data ScienceWhat Actually Makes a Good Category?5 initial steps to make meaningful categoriesJan 20, 2022Jan 20, 2022
Gabe VerzinoinTowards Data ScienceOptimizing Patient SchedulingEfficient Clinic Flow and Reduced Wait TimesJan 1, 20222Jan 1, 20222
Gabe VerzinoinTowards Data ScienceWhy Balancing Classes is Over-HypedThree reasons you may not need to balance your data setJun 27, 20211Jun 27, 20211
Gabe VerzinoinTowards Data Science7 Steps to Design a Basic Neural Network (part 2 of 2)A somewhat less math-intensive, step-by-step guide for building a one hidden-layer neural network from the ground upMay 4, 2021May 4, 2021
Gabe VerzinoinTowards Data Science7 Steps to Design a Basic Neural Network (part 1 of 2)A somewhat less math-intensive, step-by-step guide for building a one hidden-layer neural network from the ground upMay 4, 2021May 4, 2021
Gabe VerzinoinTowards Data ScienceMachine Learning: An Initial Approach to Predict Patient Length-of-StayQuick check for comparative model accuracyMar 30, 2021Mar 30, 2021