🏀 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
2023-12-18 Nets Jazz Away 25 36 9 4 14 17 28 31 90 39 20 L L
2023-12-18 Heat Timberwolves Home 27 40 4 10 15 18 33 33 87 30 18 W L
2023-12-18 Nuggets Mavericks Home 29 46 4 7 9 19 28 40 87 26 22 W W
2023-12-18 Knicks Lakers Away 21 52 6 5 16 16 35 22 88 30 23 W W
2023-12-18 Clippers Pacers Away 26 46 9 4 11 19 37 40 98 38 23 W W
2023-12-18 Thunder Grizzlies Home 31 53 10 11 12 18 34 34 92 36 23 W W
2023-12-18 Hornets Raptors Away 18 36 6 8 13 19 27 25 89 32 13 L L
2023-12-18 Lakers Knicks Home 29 41 3 9 10 17 27 31 99 41 13 L L
2023-12-18 Bulls 76ers Away 24 45 9 7 10 15 25 30 89 29 15 W W
2023-12-18 Pacers Clippers Home 38 34 7 6 11 21 38 28 95 33 21 W L
2023-12-17 Magic Celtics Away 18 43 4 7 9 16 31 19 89 36 24 L L
2023-12-17 Spurs Pelicans Home 29 39 6 6 13 15 20 31 94 42 21 L L
2023-12-17 Trail Blazers Warriors Home 23 37 4 10 14 20 23 26 85 35 23 L L
2023-12-17 Pelicans Spurs Away 38 51 3 11 15 19 33 28 98 42 22 W W
2023-12-17 Celtics Magic Home 18 55 10 4 14 19 27 34 95 36 8 W W
2023-12-17 Warriors Trail Blazers Away 31 43 4 10 14 20 27 38 87 38 19 W W
2023-12-17 Wizards Suns Away 24 44 6 8 10 25 29 29 95 46 20 L L
2023-12-17 Suns Wizards Home 29 54 6 8 17 16 21 25 90 31 30 W W
2023-12-17 Rockets Bucks Away 26 31 4 8 10 21 28 32 85 27 21 L L
2023-12-17 Bucks Rockets Home 25 46 1 4 17 23 33 38 90 36 32 L W