Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology

no code implementations • 9 Sep 2018 • Alexei Botchkarev

Performance metrics (error measures) are vital components of the evaluation frameworks in various fields.

BIG-bench Machine Learning General Classification +1

Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio

no code implementations • 4 Apr 2018 • Alexei Botchkarev

Evaluation of regression machine learning models for performing hospital case cost prediction demonstrated advantage of robust regression model, boosted decision tree regression and decision forest regression.

BIG-bench Machine Learning Gaussian Processes +2