4:08
Create feature interactions using PolynomialFeatures
Want to include "feature interactions" in your model? Use PolynomialFeatures! P.S. This is impractical if you have lots of features, ...
1:07:25
Feature Interactions: the Good, the Bad, and the Ugly
Date: December 9, 2013 Speaker: Jo Atlee.
6:27
PolynomialFeatures in scikit-learn: Capture Feature Interactions in Python
PolynomialFeatures: expose interaction features so linear models can capture multiplicative effects and recover joint signals.
14:26
Linear Models | Interaction Features on Marketing Dataset | Feature Engineering in Python
Utkarsh Minds-Data Science, analytics, AI
In this video, you'll learn how to use Interaction Features in Machine Learning Linear Models with a real-world Marketing Dataset.
20:56
Interaction Terms Explained with Python 🔥
Want to understand how Interaction Terms improve machine learning models? In this video, we break down: What are ...
15:41
SHAP with Python (Code and Explanations)
SHAP is the most powerful Python package for understanding and debugging your machine learning models. It can be used to ...
35:36
Pre-Modeling: Data Preprocessing and Feature Exploration in Python
April Chen http://mdp.cdm.depaul.edu/DePy2016/default/schedule Data preprocessing and feature exploration are crucial steps in ...
6:25
Linear Models | Introduction to Interaction Features | Feature Engineering Explained
Utkarsh Minds-Data Science, analytics, AI
Learn Interaction Features in Machine Learning Linear Models with a practical and beginner-friendly explanation. In this video ...
6:28
Just Give Me Some Python Object Interaction - Important Things When Objects Behave - Lesson 6
Python Beginner Object Interaction - Top Important Things to Check When Objects Behave Objects are hard. How do they behave ...
5:12
What is feature engineering | Feature Engineering Tutorial Python # 1
Feature engineering is an important area in the field of machine learning and data analysis. It helps in data cleaning process ...
4:36
Dummy variables - interaction terms explanation
This video provides an explanation of how we interpret the coefficient on a cross-term in regression equations, where we interact ...
1:05:31
Codecademy Live Linear Regression #5: Interactions and Polynomial Terms
Welcome to linear regression with Codecademy! Curriculum Developers Sophie and Alex will continue to walk us through our ...
2:57
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
Authors: Jianxun Lian (University of Science and Technology of China); Xiaohuan Zhou (Beijing University of Posts and ...
7:58
SHAP Interaction Values with XGBoost: Find Feature Pair Effects in Python
SHAP interaction values reveal which feature pairs change your XGBoost predictions instead of hiding those effects inside a ...
4:20
Vehicle Interactions: Getting Started with Python Tools for Vehicle Interactions - iClone Python
https://www.reallusion.com/ContentStore/iClone/pack/Python_Tools_For_Vehicle_Interactions/default.html The Vehicle Python ...
7:07
SHAP values for beginners | What they mean and their applications
SHAP is the most powerful Python package for understanding and debugging your machine-learning models. We learn to ...
10:33
Interaction Features Explained with Student Pressure Dataset | Linear Models
Utkarsh Minds-Data Science, analytics, AI
Learn how Interaction Features improve the performance of Machine Learning Linear Models using the Student Pressure Dataset.
1:15
PYTHON : How to add interaction term in Python sklearn
PYTHON : How to add interaction term in Python sklearn To Access My Live Chat Page, On Google, Search for "hows tech ...
21:56
Feature Engineering Part 28 - Sample Python Example for interaction terms || By Vikash Shakya
Feature Engineering Part 28 - Sample Python Example for interaction terms || By Vikash Shakya #machinelearning ...
22:23
Feature Engineering Secret From A Kaggle Grandmaster
Learn how to do feature engineering for tabular data like a Kaggle Grandmaster and get high-performance machine learning ...