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Evaluating time series forecasting models: an empirical study on performance estimation methods
Vitor Cerqueira,
Luis Torgo
, Igor Mozetič
Dentistry
科研成果
:
期刊稿件
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169
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探究 'Evaluating time series forecasting models: an empirical study on performance estimation methods' 的科研主题。它们共同构成独一无二的指纹。
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Keyphrases
Block Cross-validation
25%
Consensual Approach
25%
Estimation Method
100%
Holdout
50%
Identically Distributed
25%
Machine Learning Project
25%
Multiple Testing
25%
Performance Estimation
100%
Predictive Models
25%
Prequential
25%
Sampling Methods
25%
Stationary Time Series
25%
Synthetic Time Series
25%
Testing Period
25%
Time Series Forecasting
50%
Time Series Forecasting Model
100%
Unseen
25%
World Time
25%
Mathematics
Cross-Validation
100%
Distributed Data
33%
Estimation Method
100%
Forecasting Model
100%
Multiple Testing
33%
Predictive Model
33%
Stationary Time Series
33%
Time Series Forecasting
100%
Computer Science
Case Study
33%
Estimation Method
100%
Estimation Performance
33%
Machine Learning
33%
Predictive Model
33%
Economics, Econometrics and Finance
Estimation Theory
100%
Machine Learning
12%
Time Series
100%
Social Sciences
Case Study
12%
Cross-Validation
37%
Time Series
100%