🏀 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
2025-01-04 Clippers Hawks Home 36 48 3 15 17 17 29 45 96 36 17 W W
2025-01-04 Nuggets Spurs Away 32 58 7 11 7 17 30 24 108 33 23 W W
2025-01-04 Jazz Heat Away 31 57 4 11 14 21 22 40 100 46 16 W W
2025-01-04 Grizzlies Warriors Away 29 43 7 9 22 18 29 25 88 27 16 L L
2025-01-03 Kings Grizzlies Home 32 37 8 10 9 23 46 32 99 47 23 W W
2025-01-03 Rockets Celtics Home 9 37 4 6 11 21 31 25 88 36 12 L L
2025-01-03 Pelicans Wizards Home 36 37 6 10 7 22 29 33 96 41 22 W W
2025-01-03 Cavaliers Mavericks Away 38 46 7 5 7 20 32 37 98 40 20 W W
2025-01-03 Hawks Lakers Away 22 39 3 10 8 22 28 29 100 34 18 L L
2025-01-03 Wizards Pelicans Away 28 48 0 6 21 23 37 31 84 28 27 W L
2025-01-03 Spurs Nuggets Away 31 56 3 4 13 15 32 28 99 36 13 W W
2025-01-03 Knicks Thunder Away 22 42 2 7 12 17 30 36 90 32 17 L L
2025-01-03 Grizzlies Kings Away 31 51 4 5 17 20 32 40 89 37 36 W L
2025-01-03 Celtics Rockets Away 20 41 8 6 14 13 37 28 77 39 18 W W
2025-01-03 Lakers Hawks Home 28 56 6 4 18 21 31 34 88 30 25 W W
2025-01-03 Mavericks Cavaliers Home 29 53 4 3 12 17 21 32 100 44 30 W L
2025-01-03 Pistons Hornets Home 21 51 7 13 13 27 26 26 93 37 13 W W
2025-01-03 Raptors Magic Home 28 37 1 6 11 11 24 26 80 29 13 W L
2025-01-03 Nuggets Spurs Home 33 46 7 7 8 13 30 22 97 39 16 W L
2025-01-03 Hornets Pistons Away 25 45 6 8 17 10 31 34 80 30 30 W L