🏀 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
2024-01-03 Trail Blazers Mavericks Away 23 46 3 4 22 34 25 22 87 40 22 L L
2024-01-03 Mavericks Trail Blazers Home 25 43 7 12 12 18 35 43 84 30 41 W W
2024-01-03 Thunder Hawks Away 30 37 1 10 13 23 25 34 91 36 26 L L
2024-01-03 Cavaliers Wizards Home 37 62 8 5 11 13 34 33 101 42 16 W W
2024-01-03 Nets Rockets Away 25 50 6 11 10 19 22 28 93 44 26 W L
2024-01-03 Kings Magic Home 36 58 3 9 21 21 27 40 105 40 31 W W
2024-01-03 Heat Lakers Away 30 39 3 14 10 23 25 28 93 42 17 W W
2024-01-03 Bulls Knicks Away 24 39 7 9 11 17 24 31 89 32 16 L L
2024-01-03 Rockets Nets Home 27 48 4 5 16 19 26 23 76 39 27 W W
2024-01-03 Lakers Heat Home 29 50 6 3 22 14 18 27 83 30 24 W L
2024-01-03 Hawks Thunder Home 30 49 5 8 13 21 39 37 95 39 33 W W
2024-01-03 Suns Clippers Home 23 32 2 9 17 23 20 31 79 35 26 L L
2024-01-03 Pelicans Timberwolves Away 30 41 5 7 14 24 27 32 81 26 17 W W
2024-01-03 Bucks Pacers Away 30 42 4 6 13 25 31 37 92 37 32 L L
2024-01-03 Pistons Jazz Away 33 48 3 5 17 27 33 35 105 41 22 L L
2024-01-03 Timberwolves Pelicans Home 26 28 6 7 13 13 24 22 82 31 27 L L
2024-01-03 Jazz Pistons Home 28 43 8 11 12 22 26 40 103 32 35 W W
2024-01-03 Magic Kings Away 33 39 7 10 21 30 30 25 90 44 27 L L
2024-01-02 Spurs Grizzlies Away 21 40 8 6 16 24 23 17 85 31 23 L L
2024-01-02 Celtics Thunder Away 33 47 10 7 14 15 29 32 92 40 29 W L