[Public Opinion] Baseline Model

[raaahulss]

Competed implementation of baseline models (Accuracy ranging between 75%-77%)

• SVM

• Logistic Regression

• Adaboost Classifier

• Naive Bayes (Unigram Model)

[raaahulss]

Implemented the below models:

• Count Vectorization + Logistic Regression
• Tf-Idf + Logistic Regression
• Linear SVC
• Multinomial Naive Bayes
• Bernoulli Naive Bayes
• Ridge Classifier
• AdaBoost
• Perceptron
• Passive Agressive
• Ensemble