Classification of category of nepali news catorgory using different algorithms

Problem: Multiclass Classification

Approaches:

• TFIDF for vectorization and different algorithms on top of it
• Custom trained Doc2Vec model on nepali text coorpus for vectorization and different ML algorithms on top of it
• Pretrained FastText nepali Word2Vec embedding for vectorization and different algorithms on top of it
• Custom trained nepali word2vec embedding for vectorization and different ML and DL algorithms on top it
• Applying nepaliBERT for vectorization and different ML and DL algorithms on top of it
• Finetuning nepaliBERT model on custom data for multiclass classification