Edmonton Oilers @ Los Angeles Kings ================================================== GAME PREDICTION REPORT ===================== Los Angeles Kings vs Edmonton Oilers WINNER: Edmonton Oilers Win Probability: 57.1% Predicted Score: 2.7 - 3.1 Predicted Goal Difference: 0.4 goals Game Flow Probabilities: - Regulation Time: 76.1% - Overtime: 18.4% - Shootout: 5.5% Period-by-Period Analysis: Period 1: - Home Win: 30.3% - Away Win: 37.6% - Tie: 32.1% - Expected Goals: 1.9 Period 2: - Home Win: 30.5% - Away Win: 37.5% - Tie: 32.0% - Expected Goals: 1.9 Period 3: - Home Win: 30.7% - Away Win: 37.5% - Tie: 31.8% - Expected Goals: 1.9 Key Statistics: High-Danger Chances: - Los Angeles Kings: 6.5 - Edmonton Oilers: 7.5 Power Play Opportunities: - Los Angeles Kings: 3.0 - Edmonton Oilers: 3.0 Advanced Metrics: - Expected Game Length: 61.0 minutes - Close Game Probability: 51.3% - Expected Momentum Changes: 0 Confidence Metrics: - Model Confidence: 92.7% - 95% Confidence Interval: -5.19 to 4.43 goals Environmental Factors: - Ice Quality Impact: 0.92 - Home Ice Advantage: 0.92 Goalies: - Home Goalie: Darcy Kuemper - Away Goalie: Stuart Skinner 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: 71.8% Win Prediction Accuracy: 90.0% Score Prediction Accuracy: 33.5% Goal Difference Accuracy: 63.6% Overtime Prediction Accuracy: 100.0% ==================================================