/ML-Classifiers

Classifiers using scikit-learn Python

Primary LanguageJupyter Notebook

ML Classifiers

Naive Bayes Classifier for Insult/ Not Insult data. Used both,

  1. Mutlinomial Naive Bayes
  2. Bernoulli Naive Bayes

Preprocessing + Random Forest for Moive review

  • Preprocessing with nltk library. Removing stopwords
  • 100 desicion trees were used to in the Random Forest

Logistic Regression + Gradient Descent for Cancer Data

  • Sigmoid function
  • Finding epoch and alpha