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            PREMIER LEAGUE 2025/2026 PREDICTION SUMMARY
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• PREDICTED WINNER: LIVERPOOL
• Championship Probability: 86.5%
• Current Points: 15 points
• Points Per Game: 3.00
• Goal Difference: +6
• TOP 3 CONTENDERS:
  🥇 Liverpool (86.5% chance)
  🥈 Arsenal (78.0% chance)
  🥉 Tottenham (66.1% chance)
• MODEL PERFORMANCE:
  - Training Data: 2760 matches
  - Test Accuracy: 50.6%
  - Historical Seasons: 9
  - Total Matches Analyzed: 3470
• KEY INSIGHTS:
  - Liverpool leads with superior points per game (3.00)
  - Strong goal difference (+6) indicates dominant attacking and defensive play
  - Historical performance data supports current form
  - Model considers form, historical strength, and head-to-head records
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