Hyperparameter Tuning

4 tutorials

Data ScienceMar 10, 2023

Using Fairlearn to Build Fair Machine Machine Learning Models with Python: Step-by-Step Towards More Responsible AI

Move towards responsible AI by using FairLearn, an open-source Python package for assessing and mitigating unfairness in machine learning.

AlgorithmsApr 7, 2022

Using Random Search to Tune the Hyperparameters of a Random Decision Forest with Python

Learn how to use Random Search to tune the model hyperparameters of a Random Forest with Python that predicts house sale prices.

Churn PredictionAug 2, 2020

Customer Churn Prediction - Understanding Models with Feature Permutation Importance using Python

This tutorial shows how to build a customer churn prediction model in telecommunications. We will use Python and measure feature importance.

Classification (two-class)Jul 6, 2020

Tuning Model Hyperparameters with Grid Search at the Example of Training a Random Forest Classifier in Python

Learn how to tune the model hyperparameters of a Random Forest that predicts the survival of Titanic passengers using grid search in Python.