Learning Curve Analysis (LCA) Workflows
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Learning curve analysis allows to evaluate how prediction performance improves as the training set size increases, providing insights into the model's data scaling properties.




References
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`1. <https://link.springer.com/article/10.1186/s12859-021-04163-y>`_ A. Partin et al. "Learning curves for drug response prediction in cancer cell lines", BMC Bioinformatics, 2021


.. toctree::
   :titlesonly:

   Generate LCA Splits <using_lc_generate_splits>
   Brute-Force LCA <using_lc_bruteforce>
   Swarm LCA <using_lc_swarm>
   Post-process LCA Results <using_lc_postprocess>