🏀 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
2025-03-22 Warriors Hawks Away 28 38 4 8 9 16 23 34 84 38 26 W L
2025-03-22 Bucks Kings Away 22 42 3 6 9 17 17 32 84 31 20 L W
2025-03-21 Trail Blazers Nuggets Home 30 38 6 12 17 18 30 24 87 35 25 W W
2025-03-21 Rockets Heat Away 14 46 4 17 15 14 23 28 84 28 21 W W
2025-03-21 Pelicans Timberwolves Away 20 33 4 11 25 20 22 26 68 31 22 L L
2025-03-21 Spurs 76ers Home 36 34 5 11 14 14 28 36 89 39 18 W W
2025-03-21 Cavaliers Suns Away 24 44 5 11 11 12 34 17 94 45 14 L L
2025-03-21 Suns Cavaliers Home 33 46 3 6 13 16 35 27 92 42 8 W W
2025-03-21 Thunder Hornets Home 29 43 7 10 7 13 34 32 94 39 17 W W
2025-03-21 Wizards Magic Home 23 41 4 11 14 10 30 24 87 39 19 W L
2025-03-21 Jazz Celtics Home 24 38 2 7 17 17 21 30 84 35 12 L L
2025-03-21 Clippers Grizzlies Home 29 43 9 7 13 14 29 31 78 34 26 W W
2025-03-21 Mavericks Pistons Home 25 44 7 10 20 16 35 25 80 34 36 W W
2025-03-21 76ers Spurs Away 30 32 4 10 16 15 26 26 81 37 20 L L
2025-03-21 Grizzlies Clippers Away 28 40 3 8 10 20 31 35 95 49 13 L L
2025-03-21 Magic Wizards Away 25 55 8 9 12 17 33 34 96 42 13 W W
2025-03-21 Celtics Jazz Away 27 48 4 13 10 15 35 25 97 51 16 W W
2025-03-21 Heat Rockets Home 25 34 5 8 20 16 27 32 73 24 14 W L
2025-03-21 Timberwolves Pelicans Home 40 36 1 14 13 17 28 34 89 44 20 W W
2025-03-21 Pistons Mavericks Away 24 41 5 14 14 22 27 27 98 31 19 L L