🏀 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
2023-10-25 Pelicans Grizzlies Away 22 52 5 8 21 21 25 32 85 32 22 W W
2023-10-25 Pistons Heat Away 28 56 13 3 17 23 29 18 92 32 15 W L
2023-10-25 Magic Rockets Home 19 57 6 8 16 20 29 25 87 34 26 W W
2023-10-25 Celtics Knicks Away 18 46 11 6 13 22 30 21 77 39 26 W W
2023-10-25 Trail Blazers Clippers Away 20 40 4 10 18 20 20 27 93 32 17 L L
2023-10-25 Thunder Bulls Away 30 43 4 6 16 19 33 28 82 39 18 W W
2023-10-25 Wizards Pacers Away 28 45 9 6 14 11 39 29 96 24 29 W L
2023-10-25 Spurs Mavericks Home 33 45 5 8 19 23 43 25 89 35 22 W L
2023-10-25 Hawks Hornets Away 24 42 1 12 12 19 29 23 93 29 33 L L
2023-10-25 Knicks Celtics Home 24 47 0 9 11 22 18 28 97 41 26 L L
2023-10-25 Grizzlies Pelicans Home 23 37 7 8 13 19 28 19 91 43 20 L L
2023-10-25 Rockets Magic Away 19 31 3 6 19 24 20 23 79 34 16 L L
2023-10-25 Kings Jazz Away 29 45 8 6 12 25 32 40 102 51 20 L W
2023-10-25 Jazz Kings Home 22 54 2 6 14 20 24 34 91 28 31 W L
2023-10-25 Bulls Thunder Home 26 42 3 10 13 16 35 20 94 42 18 L L
2023-10-25 Timberwolves Raptors Away 20 62 9 8 14 14 25 26 100 31 22 W L
2023-10-25 Mavericks Spurs Away 24 48 3 6 12 20 36 28 99 47 23 L W
2023-10-25 Raptors Timberwolves Home 27 47 11 9 14 18 25 28 90 35 16 W W
2023-10-25 Hornets Hawks Home 34 51 3 5 19 21 25 26 86 37 26 W W
2023-10-25 Pacers Wizards Home 38 51 8 10 12 23 34 39 107 43 12 W W