🏀 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
2025-10-27 Nets Rockets Away 22 37 0 3 12 24 25 35 86 40 18 L L
2025-10-27 Thunder Mavericks Away 21 55 5 5 13 23 28 20 90 30 13 L W
2025-10-27 Pelicans Celtics Home 17 35 0 7 13 19 26 28 84 36 28 L L
2025-10-27 Pistons Cavaliers Home 20 48 4 12 25 29 24 17 87 34 27 L L
2025-10-27 Celtics Pelicans Away 25 54 7 5 11 24 34 31 95 53 15 W W
2025-10-27 Warriors Grizzlies Home 36 39 5 7 16 24 36 29 83 43 30 W W
2025-10-27 Cavaliers Pistons Away 25 48 4 11 19 25 33 30 85 35 35 W W
2025-10-27 Raptors Spurs Away 29 20 4 9 15 23 29 21 79 32 23 L L
2025-10-27 Suns Jazz Away 37 48 8 13 14 29 27 34 106 55 31 W L
2025-10-27 Magic 76ers Away 27 43 7 4 13 22 28 32 82 25 38 W L
2025-10-27 Hawks Bulls Away 32 36 1 8 6 17 35 23 98 32 20 L L
2025-10-27 Rockets Nets Home 33 39 4 10 9 22 42 29 85 32 26 W W
2025-10-27 Timberwolves Nuggets Home 19 33 9 8 14 22 30 35 85 32 29 L L
2025-10-27 Trail Blazers Lakers Away 24 49 9 12 18 17 28 29 103 43 15 L W
2025-10-27 Lakers Trail Blazers Home 23 42 5 11 23 19 24 27 86 27 26 L L
2025-10-27 Spurs Raptors Home 29 44 3 11 20 17 41 28 67 27 36 W W
2025-10-27 Bulls Hawks Home 33 51 4 5 14 20 27 30 92 43 21 W W
2025-10-27 Grizzlies Warriors Away 32 39 3 8 13 20 37 24 88 39 28 W L
2025-10-27 Jazz Suns Home 27 64 4 8 18 27 39 25 108 49 36 W W
2025-10-27 Nuggets Timberwolves Away 24 46 4 5 12 24 34 23 88 26 25 L W