🏀 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
2023-11-03 Nets Bulls Away 32 39 4 4 11 12 35 24 96 45 5 L W
2023-11-03 Mavericks Nuggets Away 27 34 6 12 15 19 24 31 86 42 17 L L
2023-11-03 Thunder Warriors Home 26 32 1 3 19 20 33 34 83 29 30 L L
2023-11-03 Pacers Cavaliers Home 28 40 5 7 19 18 36 34 86 31 24 W W
2023-11-02 Jazz Magic Home 27 48 7 9 20 27 34 24 89 33 26 W L
2023-11-02 Suns Spurs Home 26 34 4 5 14 15 20 35 80 32 26 L L
2023-11-02 Spurs Suns Away 37 41 5 7 8 21 39 36 98 37 13 W W
2023-11-02 Magic Jazz Away 27 43 9 17 17 25 30 36 85 29 36 W W
2023-11-02 76ers Raptors Home 21 46 3 12 14 19 30 28 92 25 25 W W
2023-11-02 Pistons Pelicans Away 30 48 5 4 16 31 29 20 94 38 26 L L
2023-11-02 Raptors 76ers Away 30 41 3 4 19 20 26 23 79 28 19 L L
2023-11-02 Pelicans Pistons Home 27 36 7 5 12 18 35 37 80 32 35 W W
2023-11-01 Kings Warriors Away 24 48 4 8 15 17 31 24 88 35 23 W L
2023-11-01 Grizzlies Jazz Away 25 42 7 12 16 22 19 27 96 54 32 L L
2023-11-01 Trail Blazers Pistons Away 23 44 7 10 17 15 26 21 81 20 33 W W
2023-11-01 Celtics Pacers Home 27 57 2 5 13 19 44 31 95 35 28 W W
2023-11-01 Lakers Clippers Home 28 51 9 10 14 24 24 24 90 32 36 W W
2023-11-01 Bulls Mavericks Away 19 43 3 10 13 23 23 27 89 33 11 L L
2023-11-01 Pelicans Thunder Away 23 58 5 8 11 20 14 29 102 42 29 L W
2023-11-01 Thunder Pelicans Home 23 49 5 6 15 24 33 18 88 34 25 W L