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Creating representative test sets

serhii.net · published 8 August 2022

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https://en.wikipedia.org/wiki/Bogosort

en.wikipedia.org

https://huggingface.co/docs/datasets/quickstart

huggingface.co

https://en.wikipedia.org/wiki/Subset_sum_problem

en.wikipedia.org

https://en.wikipedia.org/wiki/Optimization_problem

en.wikipedia.org

https://en.wikipedia.org/wiki/Combinatorial_optimization

en.wikipedia.org

https://towardsdatascience.com/how-to-create-a-representative-test-set-f0aa56adaf35

towardsdatascience.com

https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedKFold.html

scikit-learn.org

https://scikit-learn.org/stable/modules/classes.html

scikit-learn.org

http://scikit-learn.org/stable/modules/cross_validation.html

scikit-learn.org

https://www.kdnuggets.com/2020/05/dataset-splitting-best-practices-python.html

kdnuggets.com

https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedGroupKFold.html

scikit-learn.org

https://github.com/scikit-learn/scikit-learn/blob/17df37aee/sklearn/model_selection/_split.py

github.com

https://numpy.org/doc/stable/reference/generated/numpy.bincount.html

numpy.org

https://en.wikipedia.org/wiki/Stratified_sampling

en.wikipedia.org

https://stackoverflow.com/questions/37969945/split-data-into-train-test-files-such-that-at-least-one-sample-is-picked-for-bo?noredirect=1&lq=1

stackoverflow.com

https://www.scribbr.com/frequently-asked-questions/can-i-stratify-by-multiple-characteristics/

scribbr.com

http://scikit.ml/stratification.html

scikit.ml

http://scikit.ml/index.html

scikit.ml

http://scikit.ml/concepts.html

scikit.ml

http://scikit.ml/api/skmultilearn.model_selection.iterative_stratification.html

scikit.ml

http://videolectures.net/ecmlpkdd2011_tsoumakas_stratification/?q=stratification%20multi%20label

videolectures.net

http://videolectures.net/site/normal_dl/tag=619868/ecmlpkdd2011_tsoumakas_stratification_01.pdf

videolectures.net

http://scikit.ml/_modules/skmultilearn/model_selection/iterative_stratification.html

scikit.ml