74.5%
Prediction Accuracy
47
Games Tested
2.92x
vs Random Guessing
21
ML Features
0.000544
P-value (Significance)
0.73
AUC Score
Experience Our ML Model
Our machine learning model has achieved 74.5% accuracy across 47 test games, significantly outperforming random guessing with a p-value of 0.000544. Try the interactive demo to see predictions in real-time.
Advanced ML Model
Trained on historical NFL data with 21 carefully engineered features including
team performance metrics, weather conditions, and betting lines.
Statistical Significance
Highly significant performance (p < 0.001) with large effect size (Cohen's h = 0.511)
and 2.92x odds ratio versus random guessing.
Real-time Predictions
Interactive demo allows you to input game parameters and receive instant
predictions with confidence levels and probability breakdowns.
Performance Tracking
Comprehensive analytics showing weekly performance, confidence distribution,
and ROI analysis for betting applications.
High Confidence Games
Model identifies high-confidence predictions (>70%) with 85%+ accuracy,
providing valuable insights for strategic decision-making.
Scientific Rigor
Built with statistical best practices including proper train/test splits,
cross-validation, and significance testing against null hypotheses.