GeneticSearch
-------------

This class provides a genetic algorithm-based optimization framework.


.. autosummary::

   ~mloptimizer.interfaces.GeneticSearch.fit
   ~mloptimizer.interfaces.GeneticSearch.predict
   ~mloptimizer.interfaces.GeneticSearch.score


.. autoclass:: mloptimizer.interfaces.GeneticSearch
   :members:
   :undoc-members:
   :show-inheritance:
   :exclude-members: __init__

Gallery examples
----------------
See these examples for practical usage of this class:

.. list-table::
   :widths: 25 75
   :header-rows: 1

   * - Example
     - Description
   * - :ref:`sphx_glr_auto_examples_plot_quickstart.py`
     - Demonstrates how to use GeneticSearch for hyperparameter tuning.
   * - :ref:`sphx_glr_auto_examples_plot_xgboost_hyperparam_opt_comparison.py`
     - Compares GeneticSearch with GridSearchCV, RandomizedSearchCV and Bayesian Search.