Columbus Blue Jackets @ Boston Bruins ================================================== GAME PREDICTION REPORT ===================== Boston Bruins vs Columbus Blue Jackets WINNER: Boston Bruins Win Probability: 57.0% Predicted Score: 3.4 - 2.9 Predicted Goal Difference: 0.4 goals Game Flow Probabilities: - Regulation Time: 76.5% - Overtime: 18.0% - Shootout: 5.5% Period-by-Period Analysis: Period 1: - Home Win: 38.5% - Away Win: 31.0% - Tie: 30.4% - Expected Goals: 2.0 Period 2: - Home Win: 38.3% - Away Win: 31.5% - Tie: 30.2% - Expected Goals: 2.0 Period 3: - Home Win: 37.8% - Away Win: 32.1% - Tie: 30.1% - Expected Goals: 2.1 Key Statistics: High-Danger Chances: - Boston Bruins: 8.2 - Columbus Blue Jackets: 7.2 Power Play Opportunities: - Boston Bruins: 3.0 - Columbus Blue Jackets: 3.0 Advanced Metrics: - Expected Game Length: 61.0 minutes - Close Game Probability: 50.2% - Expected Momentum Changes: 0 Confidence Metrics: - Model Confidence: 105.1% - 95% Confidence Interval: -3.94 to 4.76 goals Environmental Factors: - Ice Quality Impact: 1.05 - Home Ice Advantage: 1.05 Goalies: - Home Goalie: Jeremy Swayman - Away Goalie: Daniil Tarasov 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: 61.3% Win Prediction Accuracy: 80.0% Score Prediction Accuracy: 22.8% Goal Difference Accuracy: 42.4% Overtime Prediction Accuracy: 100.0% ==================================================