/machine-learning

My Documented and completed machine learning projects.

Primary LanguageJupyter Notebook

machine-learning

My completed machine learning projects. Detailed notes are in each IPython notebook.

NLP

  1. Spam Classification
    • Binary classifcation, detects if an email is spam or not spam
    • 98.6% accuracy on testing set
    • Kaggle Challenge
  2. Negitive comment sentiment
    • Multiclass, multi label classification of Wikipedia comments.
    • Predicts 6 different classes of negitivity in comments: toxic, severe toxic, obscene,threat,insult and identity hate
    • 96.8% accuracy on testing set
    • Kaggle Challenge
    • Demo App