Classification Demo: Movie Genre
Evaluating and debugging a classification application, step by step.
Overview
This tutorial demonstrates how to evaluate a multi-label classification model for predicting movie genres based on their descriptions. We'll be assessing a candidate model that utilizes GPT-4o for generating classifications.
The tutorial is divided into 3 parts:
- Creating an Application and Uploading the Data, with Deepchecks' SDK or UI
- Evaluation Set Analysis on a labeled dataset of movies released before 2021.
- Production Monitoring (movies released in 2021 and later) using Deepchecks' auto-annotation features.
Updated 27 days ago
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