🏀 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
2023-12-13 Jazz Knicks Home 31 53 4 5 16 27 22 30 98 42 21 L W
2023-12-13 Rockets Grizzlies Home 23 58 3 6 19 28 29 28 86 32 37 W W
2023-12-13 Suns Nets Home 28 49 4 5 12 20 22 34 84 28 27 W L
2023-12-13 Pacers Bucks Away 30 45 6 7 18 32 33 30 100 36 32 L L
2023-12-13 Pelicans Wizards Away 30 46 3 11 10 17 28 47 96 34 30 W W
2023-12-13 Hawks Raptors Away 32 42 8 9 7 18 39 27 100 41 19 W L
2023-12-13 Raptors Hawks Home 39 47 9 3 15 18 31 33 87 34 24 W W
2023-12-13 Heat Hornets Home 29 47 3 10 23 12 22 34 86 30 19 W W
2023-12-12 Bulls Nuggets Home 26 41 9 6 14 22 25 25 86 40 23 L L
2023-12-12 Celtics Cavaliers Home 23 45 9 9 15 13 21 38 84 44 26 W W
2023-12-12 Nuggets Bulls Away 28 46 4 4 11 20 32 25 83 30 32 W W
2023-12-12 Kings Clippers Away 27 38 2 8 14 19 24 24 86 37 24 L L
2023-12-12 Mavericks Lakers Home 28 36 5 7 10 17 34 37 89 43 21 W W
2023-12-12 Lakers Mavericks Away 34 40 4 4 15 20 26 35 91 29 18 L L
2023-12-12 Suns Warriors Home 27 41 7 8 15 22 25 28 84 39 34 W W
2023-12-12 Cavaliers Celtics Away 27 35 4 6 13 18 31 29 92 45 9 L L
2023-12-12 Clippers Kings Home 21 49 2 7 17 17 32 38 84 29 21 W W
2023-12-12 Warriors Suns Away 26 51 1 9 15 28 25 31 92 46 27 W L
2023-12-11 Heat Hornets Away 31 43 3 7 11 22 29 30 77 35 34 W W
2023-12-11 Spurs Rockets Away 20 51 5 9 17 14 21 26 87 41 22 L L