evaluate_rf_model | Evaluate a Random Forest Model on Test Data |
handle_negation | Handle Negation in Token List |
predict_emotion_with_emoji | Predict Emotion with Emoji Representation |
preprocess_text | Preprocess Text with Slang Handling |
train_full_model | Train a full model pipeline including text preprocessing, TF-IDF vectorization, random forest tuning, and training. |
train_rf_model | Train a Random Forest Model with TF-IDF Features |
train_tfidf_model | Train a TF-IDF Model (for Training Phase) |
tune_rf_model | Tune Random Forest Model Hyperparameters |