🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-08-08 06:00:07  ·  138,694 total games

📂 View Dataset
📊 Model Performance
74.8%
Test Accuracy
124,824
Training Games
13,870
Testing Games
138,694
Total Games
🔧 Feature Columns
home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away R = Rebounds B = Blocks S = Steals TO = Turnovers F = Fouls Q1/Q2 = Quarter Points FGA = Field Goals Attempted 3FA = 3-Pointers Attempted FTA = Free Throws Attempted
Date Team Opp H/A A R B S TO F Q1 Q2 FGA 3FA FTA P A
2024-12-28 Bulls Bucks Home 33 52 6 4 11 16 33 29 95 36 17 W W
2024-12-28 Trail Blazers Mavericks Home 27 50 7 8 14 19 36 33 92 26 29 W W
2024-12-28 Mavericks Trail Blazers Away 20 40 10 6 13 21 25 34 89 38 26 L L
2024-12-28 Kings Lakers Away 38 39 2 7 9 26 31 35 98 40 15 W L
2024-12-28 Knicks Wizards Away 26 43 3 7 15 14 32 28 97 40 26 L W
2024-12-28 Hornets Thunder Home 17 44 5 9 18 16 22 24 80 34 28 L L
2024-12-27 Nuggets Cavaliers Home 39 38 3 8 13 20 38 27 94 31 18 W L
2024-12-27 Knicks Magic Away 18 44 3 10 18 20 26 28 75 15 34 W W
2024-12-27 Mavericks Suns Away 24 41 5 6 15 15 28 27 80 34 17 L W
2024-12-27 Cavaliers Nuggets Away 40 38 7 10 10 17 40 40 96 48 22 W W
2024-12-27 Celtics Pacers Home 31 52 6 9 10 19 39 28 92 56 29 W W
2024-12-27 Clippers Warriors Home 19 39 10 6 21 19 19 30 75 32 15 L W
2024-12-27 Warriors Clippers Away 24 47 2 14 14 16 21 22 95 38 20 L L
2024-12-27 Magic Knicks Home 20 33 3 7 17 23 29 25 87 33 12 L L
2024-12-27 Pacers Celtics Away 27 39 3 5 12 20 22 23 91 39 25 L L
2024-12-27 Timberwolves Rockets Away 25 40 6 8 14 22 22 35 83 43 16 L W
2024-12-27 Spurs Nets Away 26 43 8 10 13 11 11 30 78 28 27 W W
2024-12-27 Suns Mavericks Home 23 42 7 11 13 17 25 14 83 35 18 W L
2024-12-27 Nets Spurs Home 22 45 4 8 16 22 22 19 90 41 8 L L
2024-12-27 Rockets Timberwolves Home 19 47 3 7 13 16 21 31 92 30 19 L L