activity
20082018
most citedPerformance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology

632 citations · 666 across the 6 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ME2018★ 632 cited

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

Alexei Botchkarev

Performance metrics (error measures) are vital components of the evaluation frameworks in various fields. The intention of this study was to overview of a variety of performance me…

cs.LG2018★ 3 cited

Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio

Alexei Botchkarev

Ability for accurate hospital case cost modelling and prediction is critical for efficient health care financial management and budgetary planning. A variety of regression machine…