A Machine Learning Model to identify the negative class in social conflicts.
Used TF-IDF for vectorization
Made an Ensemble Voting Classifier model using Linear Support Vector Machine and Logistic Regression
Performance:
precision recall f1-score support
nta 0.75 0.89 0.82 35559
yta 0.41 0.21 0.27 13255
accuracy 0.71 48814
macro avg 0.58 0.55 0.54 48814
weighted avg 0.66 0.71 0.67 48814