🏀 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
2023-12-04 Pelicans Kings Away 29 42 7 12 14 22 35 34 87 31 23 W W
2023-12-04 Kings Pelicans Home 29 38 2 8 14 18 36 25 85 41 33 W L
2023-12-04 Celtics Pacers Away 27 56 9 5 18 19 24 31 97 41 12 W L
2023-12-04 Pacers Celtics Home 28 41 4 8 6 15 22 26 94 40 21 W W
2023-12-02 Pacers Heat Away 35 32 8 4 10 24 25 40 85 32 20 L W
2023-12-02 Magic Nets Away 24 37 5 3 11 27 22 29 88 29 27 L L
2023-12-02 Timberwolves Hornets Away 26 41 3 5 11 16 30 32 84 31 30 W W
2023-12-02 Kings Nuggets Home 33 47 5 7 11 14 25 39 99 34 15 W W
2023-12-02 Pelicans Bulls Away 20 39 1 10 12 17 29 32 82 25 35 W L
2023-12-02 Clippers Warriors Home 31 40 6 5 11 21 22 26 90 39 14 L W
2023-12-02 Cavaliers Pistons Away 25 43 1 11 11 18 25 29 89 30 18 W W
2023-12-02 Bucks Hawks Home 33 44 6 5 16 19 42 25 89 33 15 W W
2023-12-02 Bulls Pelicans Home 32 41 8 6 13 21 32 21 88 40 15 W W
2023-12-02 Nuggets Kings Away 35 46 7 9 11 14 30 20 99 25 20 W L
2023-12-02 Grizzlies Suns Away 14 40 8 9 17 31 27 24 86 31 24 L L
2023-12-02 Rockets Lakers Away 24 54 7 5 17 23 30 14 89 31 18 L L
2023-12-02 Jazz Trail Blazers Home 27 56 11 5 18 21 21 35 94 34 24 W W
2023-12-02 Heat Pacers Home 27 28 1 3 12 22 31 34 89 25 24 L L
2023-12-02 Pistons Cavaliers Home 24 49 3 9 16 20 30 18 83 30 23 W L
2023-12-02 Mavericks Thunder Home 26 47 12 5 16 21 27 29 87 52 35 W L