idq.classifiers.xgb

class idq.classifiers.xgb.XGBTree(*args, **kwargs)

A gradient-boosted tree classifier based on xgboost.

• `XGBoost Intro

<https://xgboost.readthedocs.io/en/latest/tutorials/model.html>`_.

• `XGBoost Hyperparameter Guide

<https://xgboost.readthedocs.io/en/latest/parameter.html>`_.

• `XGBoost API

<https://xgboost.readthedocs.io/en/latest/python/python_api.html#module-xgboost.sklearn>`_.

classifier()

Creates an extreme gradient-boosted tree classifier.