NLP Engine v1.0 • Gradient Boosting Classifier

News Credibility Engine

Evaluate news text against our model benchmarked on 44,000+ ISOT articles using TF-IDF feature extraction.

98.6%
Model Accuracy
44,000+
Corpus Size
GBC
Classifier
Try Sample Text:
0 words
✓
Authentic Article
Text patterns align with verified editorial standards in our dataset.
Prediction Confidence Score 0%
ISOT Corpus Model Benchmark Comparison
Gradient BoostingDEPLOYED 98.6%
Random Forest 98.1%
Decision Tree 95.1%
Logistic Regression 92.5%