🏀 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
2023-12-28 Spurs Trail Blazers Away 33 42 10 9 11 20 38 21 85 36 28 W W
2023-12-28 Warriors Heat Home 27 43 7 4 13 19 25 26 88 33 25 L L
2023-12-28 Nuggets Grizzlies Home 43 53 7 6 12 19 33 32 96 41 14 W W
2023-12-28 Pelicans Jazz Home 27 35 7 10 15 19 39 20 82 27 15 W W
2023-12-28 Hornets Lakers Away 29 43 5 5 19 14 31 26 85 33 28 L L
2023-12-28 Jazz Pelicans Away 27 42 3 5 19 15 37 14 85 39 25 L L
2023-12-27 Rockets Suns Home 20 33 3 11 10 21 24 31 96 41 22 L L
2023-12-27 Cavaliers Mavericks Away 33 57 4 7 16 21 27 27 92 43 23 W W
2023-12-27 Magic 76ers Home 17 43 11 5 16 18 25 21 79 33 24 L L
2023-12-27 Thunder Knicks Home 20 27 10 6 4 21 38 31 90 32 22 L W
2023-12-27 Knicks Thunder Away 24 40 2 2 18 21 25 35 82 34 30 L L
2023-12-27 Raptors Wizards Away 43 53 5 12 20 18 31 28 91 38 19 W W
2023-12-27 Wizards Raptors Home 25 34 3 11 17 17 25 25 90 33 15 L L
2023-12-27 Suns Rockets Away 28 44 11 4 19 17 30 43 82 33 26 W W
2023-12-27 76ers Magic Away 14 48 8 10 10 19 26 26 96 28 17 L W
2023-12-27 Bucks Nets Away 41 41 8 6 10 18 32 34 89 51 23 W W
2023-12-27 Nets Bucks Home 29 47 2 7 9 17 31 28 101 32 29 W L
2023-12-27 Mavericks Cavaliers Home 21 37 7 12 10 21 39 30 88 37 26 W L
2023-12-26 Rockets Pacers Home 19 44 2 15 11 16 33 34 97 24 22 W L
2023-12-26 Clippers Hornets Home 24 45 3 7 13 14 26 29 85 34 25 W W