AI-Powered Predictive Models

Models Active

Model Accuracy

94.2%

↗ +2.1% this month

Active Predictions

847K

↗ Daily predictions

Avg Confidence

87.3%

↗ High reliability

Avg Response Time

24ms

↓ -8ms improvement

AI Model Performance Dashboard

AI Model Performance Visualization

Real-time model accuracy, training progress, and prediction insights

Key Insights

• Success prediction accuracy improved 12%

• Family compatibility model performing best

• Astro features showing 89% correlation

• Real-time predictions under 25ms

Model Status

Success Predictor: Active
Compatibility Engine: Active
Churn Predictor: Active
Recommendation AI: Training

Active AI Models

Success Predictor

94.2% Accuracy
Model Type: Neural Network
Features: 247
Training Data: 2.3M samples
Last Updated: 2h ago

Compatibility AI

91.7% Accuracy
Model Type: Ensemble
Features: 189
Training Data: 1.8M samples
Last Updated: 4h ago

Churn Predictor

88.9% Accuracy
Model Type: XGBoost
Features: 134
Training Data: 956K samples
Last Updated: 1h ago

Recommendation AI

Training
Model Type: Transformer
Features: 312
Progress: 73%
ETA: 2 days

Feature Importance Analysis

Family Compatibility Score

Multi-generational alignment index

0.847

Importance

Astrological Compatibility

Kundali matching & dosha analysis

0.792

Importance

Educational Alignment

Academic & career compatibility

0.731

Importance

Communication Patterns

Interaction frequency & quality

0.689

Importance

Geographic Proximity

Location-based compatibility

0.623

Importance

Model Insight: Family compatibility emerges as the strongest predictor of marriage success, followed by astrological alignment.

Model Accuracy & Performance

94.2%

Success Prediction

91.7%

Compatibility Match

Performance Metrics

Precision
92%
Recall
89%
F1 Score
90%
AUC-ROC
95%

Confidence Distribution

High Confidence (90%+): 67%
Medium Confidence (70-90%): 28%
Low Confidence (<70%): 5%

AI Model Management & Tools