Emotion Analysis and Emoji Mapping for Text


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Documentation for package ‘text2emotion’ version 0.1.0

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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