Toxic Comment Classification | Multi Label | NLP | Python
⭐️ 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.
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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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