├── Mark_6.ipynb └── README.md /README.md: -------------------------------------------------------------------------------- 1 | # Multi-Label-Text-Classification 2 | Kaggle Toxic Comments Challenge 3 | 4 | 5 | With continuous increase in available data, there is a pressing need to organize it and modern classification problems often involve the prediction of multiple labels simultaneously associated with a single instance. 6 | Known as Multi-Label Classification, it is one such task which is omnipresent in many real world problems. 7 | 8 | In this project, using a Kaggle problem as example, we explore different aspects of multi-label classification. 9 | 10 | ### Bird’s-eye view of the project: 11 | * Part-1: Overview of Multi-label classification. 12 | * Part-2: Problem definition & evaluation metrics. 13 | * Part-3: Exploratory data analysis (EDA). 14 | * Part-4: Data pre-processing. 15 | * Part-5: Multi-label classification techniques. 16 | 17 | 18 | Detailed blog about this project can be found here [https://medium.com/@nkartik94/journey-to-the-center-of-multi-label-classification-384c40229bff] 19 | --------------------------------------------------------------------------------