Learning Curve Analysis Workflows
====================================

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.

Workflow
---------


Metrics
--------


References
-------------
`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_splitse>
   Brute-Force LCA <using_lc_bruteforce>
   Swarm LCA <using_lc_swarm>
   Post-process LCA Results <using_lc_postprocess>