Published inTowards Data ScienceOne Step to Make Decision Trees Produce Better ResultsBackground, implementation, and model improvementNov 23, 20231Nov 23, 20231
Published inTowards Data ScienceBest Practices for Debugging Errors in Logistic Regression with PythonOptimizing performance using unstructured, real-world dataNov 13, 2023Nov 13, 2023
Published inTowards Data ScienceUsing Bayesian Networks to forecast ancillary service volume in hospitalsA Python example using diagnostic input variablesAug 11, 2023Aug 11, 2023
Published inTowards Data ScienceWhat Actually Makes a Good Category?5 initial steps to make meaningful categoriesJan 20, 2022Jan 20, 2022
Published inTowards Data ScienceOptimizing Patient SchedulingEfficient Clinic Flow and Reduced Wait TimesJan 1, 20222Jan 1, 20222
Published inTowards Data ScienceWhy Balancing Classes is Over-HypedThree reasons you may not need to balance your data setJun 27, 20211Jun 27, 20211
Published inTowards 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
Published inTowards 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
Published inTowards Data ScienceMachine Learning: An Initial Approach to Predict Patient Length-of-StayQuick check for comparative model accuracyMar 30, 2021Mar 30, 2021
