🏀 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
2025-01-13 Clippers Heat Home 28 48 6 11 11 15 28 15 93 36 10 W W
2025-01-13 Knicks Pistons Home 26 42 2 5 17 21 26 37 80 37 29 W L
2025-01-13 Timberwolves Wizards Away 20 53 6 8 18 15 25 26 83 37 31 W W
2025-01-13 Grizzlies Rockets Away 15 31 2 17 17 25 30 30 84 32 21 L L
2025-01-13 Heat Clippers Away 22 49 3 7 15 9 35 13 85 52 18 L L
2025-01-13 Raptors Warriors Home 28 44 9 3 14 18 28 24 86 29 15 W W
2025-01-13 Lakers Spurs Home 24 40 4 9 19 17 26 36 87 44 16 L L
2025-01-13 Spurs Lakers Away 30 41 5 16 10 15 28 25 90 35 20 W W
2025-01-13 Pistons Knicks Away 20 39 2 8 11 21 37 22 92 34 18 L W
2025-01-13 Wizards Timberwolves Home 27 34 3 13 11 18 20 27 91 40 15 L L
2025-01-13 Warriors Raptors Away 23 46 4 11 14 14 26 24 88 46 22 W L
2025-01-13 Rockets Grizzlies Home 28 40 8 13 22 16 23 34 81 31 31 W W
2025-01-12 Pelicans Celtics Away 24 42 3 8 9 19 35 26 86 37 26 W L
2025-01-12 Celtics Pelicans Home 23 55 7 5 11 18 29 33 101 44 23 W W
2025-01-12 Nets Jazz Away 26 54 5 5 8 17 27 21 92 40 35 W L
2025-01-12 Nuggets Mavericks Away 23 55 5 6 13 19 17 41 94 32 20 W W
2025-01-12 76ers Magic Away 17 29 4 10 16 24 21 27 72 29 22 L L
2025-01-12 Bulls Kings Home 26 45 4 4 7 18 30 33 93 37 20 W L
2025-01-12 Wizards Thunder Home 20 39 6 6 16 23 25 18 83 46 33 L L
2025-01-12 Hornets Suns Away 30 52 2 10 16 20 34 28 92 40 20 W L