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Machine learning models serve critical functions, such as classifying loan applicants as good or bad risks.
Regression Shrinkage and Selection Via the Lasso
Tibshirani, R. 1996 · 1996
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Hall, M. A. 2000 · 2000
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Sigmis: A Feature Selection Algorithm Using Correlation Based Method
Blessie, E.; and Karthikeyan, E. 2012 · 2012
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Detecting correlated columns in relational databases with mixed data types
Nguyen, H. V.; Müller, E.; Andritsos, P.; and Böhm, K. 2014 · 2014
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Adaptive combination of Bayes factors as a powerful method for the joint analysis of rare and common variants
Lin, W.-Y.; Chen, W. J.; Liu, C.-M.; Hwu, H.-G.; McCarroll, S. A.; Glatt, S. J.; and Tsuang, M. T. 2017 · 2017
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Automatically detecting data drift in machine learning classifiers
Ackerman, S.; Farchi, E.; Raz, O.; Zalmanovici, M.; and Zlotnick, A. 2019 · 2019
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London bike sharing data set
Mavrodiev, H. 2019 · 2019
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Ackerman, S.; Dube, P.; Farchi, E.; Raz, O.; and Zalmanovici, M. 2020 · 2020
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Ackerman, S.; Raz, O.; and Zalmanovici, M. 2020 · 2020
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Personal loan modeling data set
Datta, A. 2020 · 2020
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Rain in Australia data set
Young, J.; and Young, A. 2020 · 2020
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Machine Learning Model Drift Detection Via Weak Data Slices
Ackerman, S.; Dube, P.; Farchi, E.; Raz, O.; and Zalmanovici, M. 2021 · 2021
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Standardize vs unstandardized regression coefficient
Goyal, C. 2021 · 2021
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