Toxic Comment Classification | Multi Label | NLP | Python

Опубликовано: 15 Июль 2024
на канале: Hackers Realm

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⭐️ Content Description ⭐️
In this video, I have explained about toxic comment classification which comes under natural language processing. This is a multi label classification problem which is different from binary and multi class classification. The project consists of Data Visualization, Data preprocessing, Model Training, Testing pipeline and Metrics Evaluation.
GitHub Code Repo: http://bit.ly/mlcoderepo
Dataset link: https://www.kaggle.com/competitions/j...
Text-based Tutorial: https://www.hackersrealm.net/post/tox...

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🕒 Timeline
00:00 Introduction to Multi Label Classification
01:55 Import Modules
05:56 Load Toxic Comments Dataset
08:52 Exploratory Data Analysis
19:55 Data Preprocessing
28:18 Model Training
35:17 Test Predictions
38:38 ROC Curve

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