One AI Results Summary

Description: Join Hayley to examine the Results Summary and demonstrate how it complements the EDA report to help you fully understand your models. This report is crucial in understanding your model configuration, feature importance, and model performance, which will guide you in determining whether the model should be shared to be used for strategic decision-making purposes or if the model needs more refinement.

Module Type: Functional

Level: Beginner  

Audience: Model creators & managers

Prerequisites: "One AI Exploratory Data Analysis (EDA) Report" & "SHAP" modules 

Run time: ~12 minutes

Module Sections:

00:00 - Intro, Topics Covered, & Learning Outcomes

01:26 - Overview & Significance of Results Summary

02:53 - Navigation to the Results Summary in One Model

03:53 - Key Takeaways of the Results Summary

• 03:59 - Estimation Details
• 05:55 - Feature Analysis
• 07:54 - Classification or Regression Report
• 10:04 - Messages & Warnings

10:47 - Deploying or Ignoring Models

11:31 - Conclusion & Thanks

The module transcript and slide deck are attached below as PDFs.

• Results Summary Transcript.docx.pdf80 KB
• Results Summary_Slides.pdf1 MB