DPhi NLP Challenge

To Predict headline is sarcastic or not. Did some Exploratory Data Analysis(EDA) and visualizations to observe the text. Used different classification models using pipeline like: Naive Bayes, SVC, Random Forest, Linear SVC. Best Accuracy, Recall, f1-score, Precision came out for SVC model without hyperparameter tuning.