natural language processing, ensemble models, misinformation, text classification, Fake News Detection, Real-Time News Validation, Machine Learning, Text Classification, News Credibility Analysis, Support Vector Machine (SVM), Logistic Regression, Naive Bayes, TF-IDF Vectorization, Bag of Words, Data Preprocessing, Supervised Learning, TruthScan, News Veracity Check, Fact-checking Tool, Online Misinformation, Social Media News Filtering, Accuracy Score, Precision and Recall, F1 Score, Model Comparison, Real-time Inference