🏀 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
2025-12-11 Rockets Clippers Home 26 51 1 9 18 22 29 22 93 34 21 W W
2025-12-11 Clippers Rockets Away 25 28 5 15 15 20 29 25 78 38 26 L L
2025-12-11 Kings Nuggets Home 21 38 4 9 16 20 26 28 87 38 23 L L
2025-12-11 Bucks Celtics Home 28 40 5 5 15 24 29 31 79 29 14 W W
2025-12-10 Lakers Spurs Home 27 43 7 4 11 23 30 28 87 37 23 W L
2025-12-10 Suns Thunder Away 24 37 2 12 20 13 23 25 84 31 16 L L
2025-12-10 Spurs Lakers Away 25 50 3 9 10 19 39 31 86 38 36 W W
2025-12-10 Thunder Suns Home 32 43 7 14 14 14 38 36 88 40 13 W W
2025-12-09 Knicks Raptors Away 19 48 7 9 13 19 35 34 80 35 28 W W
2025-12-09 Raptors Knicks Home 28 37 4 9 13 22 39 13 90 38 18 L L
2025-12-09 Heat Magic Away 25 39 6 8 8 16 30 27 93 33 19 L L
2025-12-09 Magic Heat Home 30 47 6 5 16 19 17 39 87 32 16 W W
2025-12-08 Pelicans Spurs Home 35 33 6 8 9 23 25 32 88 26 26 W L
2025-12-08 Suns Timberwolves Away 26 43 2 8 9 20 29 32 90 33 20 W W
2025-12-08 Spurs Pelicans Away 29 43 0 5 13 19 35 42 98 36 25 L W
2025-12-08 Kings Pacers Away 28 51 4 6 19 18 23 28 88 22 23 W L
2025-12-08 Timberwolves Suns Home 26 46 1 5 13 20 23 34 83 42 23 W L
2025-12-08 Pacers Kings Home 25 41 7 14 13 15 35 31 87 35 28 W W
2025-12-07 76ers Lakers Home 21 54 4 5 6 17 30 30 102 36 26 W L
2025-12-07 Lakers 76ers Away 25 52 8 3 10 22 30 23 85 36 27 W W