scikit-multilearn

A scikit-learn based module for multi-label et. al. classification

A new maintained "successor" to scikit-multilearn, a scikit-learn based module for multi-label et. al. classification

Predicting tags for StackOverflow Questions

Multi-label data stratification with Scikit-multilearn.

A repository of my study about multilabel stratification and classification measures.

Emotion detection from social media texts using machine learning algorithms.

Jigsaw Toxic Comment Classification Challenge on Kaggle: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge

Multi-label classification problem.

Multilabel text classification: multiple contexts in NLP

NLP project using SenticNet lexicon and TF-IDF for emotion classification (Joy, Sadness, Anger, etc.). Implements BRkNNa/BRkNNb classifiers with negation handling, 10-fold validation, and metrics like Hamming Loss/Macro F1. Ideal for social media/text analysis.