🏀 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
2025-10-17 Raptors Nets Home 37 40 7 12 13 27 37 35 91 28 27 W W
2025-10-17 Clippers Warriors Away 30 50 4 11 21 15 31 16 88 34 21 W W
2025-10-16 Pistons Wizards Home 35 42 12 13 14 25 29 28 84 36 17 W W
2025-10-16 Trail Blazers Jazz Away 28 45 7 11 19 38 32 32 90 54 34 W L
2025-10-16 Timberwolves Bulls Away 31 47 4 10 20 26 31 23 100 31 18 L L
2025-10-16 Pelicans Magic Away 24 42 2 6 15 27 21 33 95 31 20 L L
2025-10-16 Hawks Rockets Home 26 53 6 6 20 20 27 34 93 36 23 W L
2025-10-16 Rockets Hawks Away 29 43 6 17 13 20 31 29 94 48 27 W W
2025-10-16 Magic Pelicans Home 33 38 7 6 15 22 38 23 81 31 35 W W
2025-10-16 Jazz Trail Blazers Home 30 43 5 9 15 21 34 26 86 38 43 W W
2025-10-16 Wizards Pistons Away 19 48 4 5 19 17 18 33 87 33 31 L L
2025-10-16 Bulls Timberwolves Home 31 52 8 11 15 17 26 34 99 43 30 W W
2025-10-15 Grizzlies Hornets Away 32 33 4 6 15 26 30 27 96 60 10 L L
2025-10-15 Celtics Raptors Home 24 57 12 10 18 20 30 22 93 52 27 W W
2025-10-15 Mavericks Lakers Away 30 46 3 11 8 15 32 21 89 31 28 W W
2025-10-15 Hornets Grizzlies Home 35 56 3 9 14 12 37 29 100 50 30 W W
2025-10-15 Kings Clippers Home 22 48 1 8 13 20 18 22 93 42 8 L L
2025-10-15 Clippers Kings Away 25 43 4 7 12 13 26 34 79 31 26 W W
2025-10-15 Raptors Celtics Away 31 55 7 8 16 22 25 25 99 36 18 W L
2025-10-15 Lakers Mavericks Home 24 46 8 4 17 21 36 30 86 41 18 W L