Baccarat Outcome Predictor

Advanced predictive modeling for baccarat game outcomes

Data Overview

Total Rounds

10,284

Player Wins

44.7%

Banker Wins

45.9%

Ties

9.4%

Current Streak

Banker 3-win streak

Model Performance

Current Model

XGBoost Classifier

Accuracy

68.2%

Precision

65.8%

Recall

70.1%

F1 Score

67.9%

Next Round Prediction

Predicted Outcome

Banker Win

72.3% confidence

Player

18.5%

Banker

72.3%

Tie

9.2%

Data Analysis & Visualization

Outcome Distribution

Win Streak Analysis

Recent Game History

Round Outcome Player Cards Banker Cards Player Total Banker Total
#10284 Player ♦8 ♣9 ♥3 ♠5 7 8
#10283 Banker ♣2 ♥6 ♦K ♠9 8 9
#10282 Banker ♠4 ♥10 ♦7 ♣8 4 5
#10281 Tie ♥A ♠6 ♣7 ♦7 7 7
#10280 Banker ♦5 ♥2 ♠9 ♣10 7 9

Model Configuration

Feature Engineering

Model Selection

5 rounds 15 rounds 50 rounds

Feature Importance

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