Player Performance Input
Enter match statistics to generate advanced ML analytics and AI predictions.
Advanced ML Analytics
AI Efficiency Score
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ML-powered efficiency calculation with weighted performance metrics and anomaly detection.
Performance Breakdown
Skill Radar Analysis
Team Comparison (Optional)
Add other players' data to compare team performance and rankings.
AI Predictions
Next Match Performance
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Improvement Areas
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ML Confidence Level
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Advanced Machine Learning Analytics
Time-Series Forecasting (Prophet-like)
Predicts future performance using historical data patterns and trend analysis.
Anomaly Detection with SHAP
Identifies exceptional performances and explains contributing factors using SHAP-like explanations.
No anomalies detected
AI-Powered Predictions & Insights
Performance Forecasting
ML Recommendations
- Enter your stats to see personalized ML recommendations
Player Similarity Search (Cosine Similarity)
Current Player Profile
Skill Analysis
Your performance mapped across 6 key dimensions
Similar Players (KNN Algorithm)
Most Similar Player
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Second Most Similar
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