Text classification project using K-Nearest Neighbors (KNN) to classify articles from the Indonesian UU ITE law. Includes data cleaning, SMOTE, PCA, model training, and hyperparameter tuning. Final accuracy improved to 82.62%.
nlp machine-learning text-mining scikit-learn artificial-intelligence bahasa-indonesia knn-classification smote-sampling uu-ite legal-text-analysis
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Updated
Mar 4, 2025 - Jupyter Notebook