Extensions of the External Validation for Checking Learned Model Interpretability and Generalizability
Author:
Funder
Nanyang Technological University
NRF
NSFC
MOE
National Research Foundation Singapore
Publisher
Elsevier BV
Subject
General Decision Sciences
Reference32 articles.
1. Feature selection in corporate credit rating prediction;Hajek;Knowl. Based Syst.,2013
2. Which method predicts recidivism best? A comparison of statistical, machine learning and data mining predictive models;Tollenaar;J. R. Stat. Soc. Ser. A Stat. Soc.,2013
3. Predicting the state of charge and health of batteries using data-driven machine learning;Ng;Nat. Mach. Intell.,2020
4. Avoid oversimplifications in machine learning: going beyond the class-prediction accuracy;Ho;Patterns,2020
5. Inflated performance measures in enhancer-promoter interaction-prediction methods;Cao;Nat. Genet.,2019
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