🏀 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
2025-11-07 Hawks Raptors Home 24 54 7 8 15 19 26 27 96 38 23 W L
2025-11-07 Raptors Hawks Away 23 48 6 11 12 21 26 18 91 38 25 W W
2025-11-07 Mavericks Grizzlies Away 25 44 6 7 17 20 24 27 86 39 16 L L
2025-11-07 Pistons Nets Away 32 46 1 14 13 19 27 33 85 26 30 W W
2025-11-06 Clippers Suns Away 24 41 4 8 15 19 27 24 79 31 30 L L
2025-11-06 Suns Clippers Home 27 44 2 13 15 23 31 17 92 49 19 W W
2025-11-05 Rockets Grizzlies Away 29 54 3 9 13 21 34 26 101 30 18 W W
2025-11-05 Knicks Timberwolves Home 32 50 8 7 14 21 28 26 102 42 9 W W
2025-11-05 Lakers Spurs Home 23 38 5 8 12 30 26 34 83 31 44 W W
2025-11-05 Pelicans Mavericks Away 18 56 3 10 13 18 29 23 91 31 16 W W
2025-11-05 Wizards Celtics Away 25 40 5 2 19 18 37 23 80 27 27 L L
2025-11-05 Mavericks Pelicans Home 18 44 7 11 15 15 19 30 89 32 20 L L
2025-11-05 Kings Warriors Home 27 47 5 7 16 18 25 32 83 23 33 W W
2025-11-05 Celtics Wizards Home 31 40 3 12 5 24 26 44 95 41 21 W W
2025-11-05 Trail Blazers Thunder Home 24 49 6 8 15 24 21 36 88 43 32 W W
2025-11-05 Thunder Trail Blazers Away 24 50 5 9 14 27 41 24 91 38 31 W L
2025-11-05 Spurs Lakers Away 22 37 1 7 19 36 29 30 74 33 40 L L
2025-11-05 Nuggets Heat Home 33 61 4 10 16 16 36 32 101 40 28 W W
2025-11-05 Timberwolves Knicks Away 30 31 2 6 17 14 26 32 83 40 17 L L
2025-11-05 Grizzlies Rockets Home 25 47 9 10 15 19 22 29 89 39 35 W L