The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
出版年份 2021 全文链接
标题
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
作者
关键词
-
出版物
PeerJ Computer Science
Volume 7, Issue -, Pages e623
出版商
PeerJ
发表日期
2021-07-05
DOI
10.7717/peerj-cs.623
参考文献
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- (2021) Davide Chicco et al. BioData Mining
- Classifier uncertainty: evidence, potential impact, and probabilistic treatment
- (2021) Niklas Tötsch et al. PeerJ Computer Science
- The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
- (2020) Davide Chicco et al. BMC GENOMICS
- Benign overfitting in linear regression
- (2020) Peter L. Bartlett et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Count regression models for COVID-19
- (2020) Stephen Chan et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Optimum design of chamfer masks using symmetric mean absolute percentage error
- (2019) Baraka Jacob Maiseli EURASIP Journal on Image and Video Processing
- The coefficient of determination R 2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded
- (2017) Shinichi Nakagawa et al. Journal of the Royal Society Interface
- A new accuracy measure based on bounded relative error for time series forecasting
- (2017) Chao Chen et al. PLoS One
- A Coefficient of Determination for Generalized Linear Models
- (2016) Dabao Zhang AMERICAN STATISTICIAN
- Mean Absolute Percentage Error for regression models
- (2016) Arnaud de Myttenaere et al. NEUROCOMPUTING
- Simple linear regression
- (2015) Naomi Altman et al. NATURE METHODS
- Multiple linear regression
- (2015) Martin Krzywinski et al. NATURE METHODS
- Simple Formulae for Bias and Mean Square Error Computation [DSP Tips and Tricks]
- (2013) Hing Cheung So et al. IEEE SIGNAL PROCESSING MAGAZINE
- The Enhanced Liver Fibrosis (ELF) score: Normal values, influence factors and proposed cut-off values
- (2013) Ralf Lichtinghagen et al. JOURNAL OF HEPATOLOGY
- A Better Coefficient of Determination for Genetic Profile Analysis
- (2012) Sang Hong Lee et al. GENETIC EPIDEMIOLOGY
- Accuracy in Parameter Estimation for the Root Mean Square Error of Approximation: Sample Size Planning for Narrow Confidence Intervals
- (2011) Ken Kelley et al. MULTIVARIATE BEHAVIORAL RESEARCH
- Bayesian inference for additive mixed quantile regression models
- (2010) Yu Ryan Yue et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- A robust coefficient of determination for regression
- (2010) Olivier Renaud et al. JOURNAL OF STATISTICAL PLANNING AND INFERENCE
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