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Model assessment through renormalization group in statistical learning
Qing Guo Wang
, Chao Yu
, Yong Zhang
National University of Singapore
Qiming Venture Partners
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Keyphrases
Renormalization Group
100%
Statistical Learning
100%
Model Evaluation
100%
Consistency Index
66%
Transformed Data
66%
Computational Burden
33%
Reliability Index
33%
Non-random Sampling
33%
Random Indexing
33%
Informative Data
33%
Majority Rule
33%
Model Reliability
33%
Model Consistency
33%
Data Assessment
33%
Learning Methods
33%
Model Level
33%
Informative Content
33%
Mathematics
Transformed Data
100%
Original Data Set
50%
Cross-Validation
50%
Level Model
50%
Computer Science
Assessment Model
100%
Transformed Data
66%
Cross-Validation
33%