Philadelphia Flyers @ Pittsburgh Penguins ================================================== GAME PREDICTION REPORT ===================== Pittsburgh Penguins vs Philadelphia Flyers WINNER: Pittsburgh Penguins Win Probability: 55.9% Predicted Score: 3.0 - 2.7 Predicted Goal Difference: 0.3 goals Game Flow Probabilities: - Regulation Time: 75.1% - Overtime: 19.2% - Shootout: 5.8% Period-by-Period Analysis: Period 1: - Home Win: 37.0% - Away Win: 30.4% - Tie: 32.6% - Expected Goals: 1.8 Period 2: - Home Win: 36.9% - Away Win: 31.0% - Tie: 32.1% - Expected Goals: 1.9 Period 3: - Home Win: 37.0% - Away Win: 31.3% - Tie: 31.8% - Expected Goals: 1.9 Key Statistics: High-Danger Chances: - Pittsburgh Penguins: 7.4 - Philadelphia Flyers: 6.5 Power Play Opportunities: - Pittsburgh Penguins: 3.0 - Philadelphia Flyers: 3.0 Advanced Metrics: - Expected Game Length: 61.0 minutes - Close Game Probability: 52.9% - Expected Momentum Changes: 0 Confidence Metrics: - Model Confidence: 101.0% - 95% Confidence Interval: -3.94 to 4.62 goals Environmental Factors: - Ice Quality Impact: 1.01 - Home Ice Advantage: 1.01 Goalies: - Home Goalie: Tristan Jarry - Away Goalie: Samuel Ersson Analysis Based On: - Team-level data (all_teams.csv) - Current season goalie data (goalies.csv) - Starting goalie (starting_goalies.csv) - Special teams logic (5v5, 5v4, 4v5 breakdown) - Recent form (last 10 games) - Head-to-head matchups - Home/Away performance - Rest advantages - Environmental factors - Playoff implications ACCURACY METRICS =============== Overall Accuracy: 51.4% Win Prediction Accuracy: 30.0% Score Prediction Accuracy: 32.3% Goal Difference Accuracy: 43.1% Overtime Prediction Accuracy: 100.0% ==================================================