Classification Model Evaluation

Description: Join Hayley to learn how to evaluate the performance of classification models to determine their effectiveness, helping you answer the million dollar question - Is this model any good or does it need further refinement before trusting its predictions? 

Module Type: Functional & Foundational

Level: Intermediate

Audience: Model creators & managers

Prerequisites: "Classifications", "One AI Exploratory Data Analysis (EDA) Report", "One AI Results Summary", & "Cross Validation" modules.

Run time: ~13 minutes

Module Sections:

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

01:11 - Classification Model Evaluation Overview

03:21 - Introduction to Classification Evaluation Metrics

10:00 - Feature Importance

11:24 - Importance of Interpretation + Iteration

12:14 - Conclusion & Thanks

The module transcription is attached below as a pdf.

• Classification Model Evaluation Transcript.docx.pdf70 KB