Boston Bruins @ Columbus Blue Jackets ================================================== GAME PREDICTION REPORT ===================== Columbus Blue Jackets vs Boston Bruins WINNER: Boston Bruins Win Probability: 56.7% Predicted Score: 2.7 - 3.1 Predicted Goal Difference: 0.4 goals Game Flow Probabilities: - Regulation Time: 75.9% - Overtime: 18.4% - Shootout: 5.7% Period-by-Period Analysis: Period 1: - Home Win: 30.6% - Away Win: 37.6% - Tie: 31.8% - Expected Goals: 1.9 Period 2: - Home Win: 31.3% - Away Win: 37.0% - Tie: 31.7% - Expected Goals: 1.9 Period 3: - Home Win: 31.7% - Away Win: 36.8% - Tie: 31.5% - Expected Goals: 1.9 Key Statistics: High-Danger Chances: - Columbus Blue Jackets: 6.6 - Boston Bruins: 7.6 Power Play Opportunities: - Columbus Blue Jackets: 3.0 - Boston Bruins: 3.0 Advanced Metrics: - Expected Game Length: 61.0 minutes - Close Game Probability: 51.3% - Expected Momentum Changes: 0 Confidence Metrics: - Model Confidence: 95.4% - 95% Confidence Interval: -5.11 to 4.34 goals Environmental Factors: - Ice Quality Impact: 0.95 - Home Ice Advantage: 0.95 Goalies: - Home Goalie: Elvis Merzlikins - Away Goalie: Jeremy Swayman 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: 64.6% Win Prediction Accuracy: 70.0% Score Prediction Accuracy: 30.2% Goal Difference Accuracy: 58.3% Overtime Prediction Accuracy: 100.0% ==================================================