🏀 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
2023-12-02 Lakers Rockets Home 24 48 7 11 12 17 25 35 89 27 27 W W
2023-12-02 Nets Magic Home 31 57 8 4 11 21 43 30 91 34 31 W W
2023-12-02 Hawks Bucks Away 23 40 4 11 11 14 37 26 101 38 21 L L
2023-12-02 Warriors Clippers Away 31 42 4 5 15 15 33 34 86 43 24 W L
2023-12-02 Trail Blazers Jazz Away 17 40 5 11 11 20 24 20 95 40 27 L L
2023-12-02 Thunder Mavericks Away 24 50 5 8 13 24 33 39 100 44 22 W W
2023-12-02 Hornets Timberwolves Home 29 36 4 6 8 22 23 36 91 25 19 L L
2023-12-02 Suns Grizzlies Home 24 44 5 10 17 21 27 23 83 26 43 W W
2023-12-01 76ers Celtics Away 16 42 5 16 16 24 36 36 94 35 23 W L
2023-12-01 Grizzlies Mavericks Away 27 52 12 8 15 23 28 31 90 34 11 W W
2023-12-01 Spurs Pelicans Away 28 39 5 5 20 21 31 30 83 39 17 L L
2023-12-01 Magic Wizards Home 35 44 8 6 15 23 31 27 89 31 33 W W
2023-12-01 Pelicans Spurs Home 26 42 6 8 12 15 32 31 85 31 29 W W
2023-12-01 Mavericks Grizzlies Home 27 42 5 9 12 13 20 24 92 39 21 L L
2023-12-01 Suns Nuggets Home 22 43 9 4 12 17 30 33 84 27 26 W L
2023-12-01 Knicks Raptors Away 30 43 3 6 13 15 34 23 90 36 16 L W
2023-12-01 Nuggets Suns Away 38 32 4 8 9 21 41 29 88 32 12 W W
2023-12-01 Celtics 76ers Home 25 46 8 10 20 18 44 25 77 33 36 W W
2023-12-01 Raptors Knicks Home 32 48 6 7 12 19 26 31 100 32 17 W L
2023-12-01 Wizards Magic Away 25 40 5 8 14 29 36 25 89 28 31 L L