Welcome to the One AI Global Settings series. Follow along with Hayley Bresina as she explains and demonstrates the features and nuances of the Global Settings to customize and optimize your machine learning model in One Model.
Learner Level:
Advanced - You should be familiar with model building in One Model
Learning Outcomes:
You will know what the global settings are, when and how to use the global settings to customize your models, and understand when the default settings may be desirable when building and running your machine learning models.
Time to Learn:
>35 minutes in total. Topics are covered in 8 bite-sized videos.
Introduction to Global Settings
Continuous Strategy & Null Indicators
Correlation Type & General Correlation Threshold
Leakage Performance Threshold & Suspicious Performance Threshold
Category Size Threshold
Generate SHAP Values
Null Drop Threshold
Random State
Conclusion to the Global Settings Series
Comments
0 comments
Please sign in to leave a comment.