Concepedia

Alexei Botchkarev

AB

Statistics

Publications

4

Citations

1.2K

H-Index

4

Active since

2011

Affiliations

Toronto Metropolitan University(Current)

Alexei Botchkarev is an author at Toronto Metropolitan University specializing in machine learning, metrics, and business.

Publications per year

2011–2019

4

Publications

4

A New Typology Design of Performance Metrics to Measure Errors in Machine Learning Regression Algorithms

Alexei Botchkarev · Interdisciplinary Journal of Information Knowledge and Management · 2019 · 611 citations · Full text

Business, Data Science, Machine Learning +13

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

Alexei Botchkarev · arXiv (Cornell University) · 2018 · 391 citations · Full text

Business, Computer Science, Forecasting +12

Evaluating Performance of Regression Machine Learning Models Using Multiple Error Metrics in Azure Machine Learning Studio

Alexei Botchkarev · SSRN Electronic Journal · 2018 · 153 citations · Full text

Computing, Cloud Computing, Computer Science +15

A Return on Investment as a Metric for Evaluating Information Systems: Taxonomy and Application

Alexei Botchkarev, Peter Andru · Interdisciplinary Journal of Information Knowledge and Management · 2011 · 74 citations · Full text

Business, Information Systems, Management Information Systems +5

1–4 of 4