🏀 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
2025-12-29 Mavericks Trail Blazers Away 33 41 7 6 12 19 29 34 91 32 24 W L
2025-12-29 Heat Nuggets Home 40 46 4 8 9 22 41 22 99 46 23 W W
2025-12-29 Rockets Pacers Home 21 50 6 4 16 17 30 36 83 27 24 W W
2025-12-29 Bulls Timberwolves Home 25 42 7 3 16 17 23 27 93 38 14 L L
2025-12-29 Suns Wizards Away 25 51 3 8 10 14 22 39 101 40 18 W W
2025-12-29 Nets Warriors Home 22 34 5 10 15 27 30 27 80 42 23 L L
2025-12-29 Thunder Hawks Home 27 49 7 9 13 18 35 35 98 32 23 W W
2025-12-29 Wizards Suns Home 21 43 8 6 15 20 23 31 78 32 21 W L
2025-12-29 Cavaliers Spurs Away 29 47 4 12 12 24 25 24 96 42 20 W W
2025-12-29 Hawks Thunder Away 32 38 4 11 16 20 38 36 97 54 17 L L
2025-12-29 Pelicans Knicks Home 27 50 8 6 11 15 41 34 96 36 27 W L
2025-12-29 Knicks Pelicans Away 35 42 4 8 8 19 37 35 95 44 19 W W
2025-12-29 Raptors Magic Home 22 58 7 6 6 22 18 36 99 34 29 W W
2025-12-29 Timberwolves Bulls Away 32 46 9 9 3 12 21 34 95 37 25 W W
2025-12-29 Trail Blazers Mavericks Home 27 48 3 3 15 24 42 33 97 41 22 W W
2025-12-29 Warriors Nets Away 26 40 5 11 13 21 28 31 77 33 34 W W
2025-12-29 Magic Raptors Away 25 52 5 4 8 24 29 36 91 32 27 W L
2025-12-29 Bucks Hornets Away 29 31 5 9 8 17 25 38 84 34 22 W W
2025-12-29 Spurs Cavaliers Home 21 52 2 7 18 17 26 29 83 31 36 W L
2025-12-29 Hornets Bucks Home 28 47 3 5 13 21 26 40 93 46 20 W L