srishtayy/Hate-Speech-Detection

Website for predicting whether the input text is a hate speech or not

Hate-Speech-Detection

Website for predicting whether the input text is a hate speech or not

Dataset Used (Binary)

https://raw.githubusercontent.com/hafidhfikri/Practice-Twitter-Sentiment-Analysis/master/train_E6oV3lV.csv

Machine Learning Models

1. Logistic Regression
2. Random Forest
3. Multinomial Naive Bayes
4. SVM
5. AdaBoost
6. Gradient Boosting

Performance Metrics

Metrics on validation set

Metrics on testing set

Metrics achieved after Hyperparameter tuning