🏀 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
2024-12-04 Celtics Pistons Home 30 43 7 11 16 14 39 33 94 53 25 W W
2024-12-04 Lakers Heat Away 29 36 4 9 13 8 26 26 88 22 19 L L
2024-12-04 Pacers Nets Away 20 39 10 6 16 19 17 18 75 33 22 L L
2024-12-04 76ers Magic Home 23 35 1 9 14 19 22 31 82 30 19 L L
2024-12-03 Nuggets Warriors Home 32 38 5 9 15 15 33 24 79 24 35 W W
2024-12-03 Cavaliers Wizards Home 31 45 4 11 11 20 35 25 89 46 25 W W
2024-12-03 Spurs Suns Away 26 53 2 9 14 17 19 20 100 44 20 L L
2024-12-03 Pistons Bucks Home 22 41 7 11 18 21 31 28 87 33 22 W L
2024-12-03 Bucks Pistons Away 26 36 6 10 16 17 36 42 80 41 21 W W
2024-12-03 Mavericks Grizzlies Home 24 49 8 8 25 23 25 35 81 32 44 W W
2024-12-03 Knicks Magic Home 30 39 4 6 17 25 36 35 85 35 20 W W
2024-12-03 Warriors Nuggets Away 36 48 3 12 14 25 31 26 95 38 21 W L
2024-12-03 Kings Rockets Home 33 34 8 7 10 20 21 33 91 30 20 W W
2024-12-03 Wizards Cavaliers Away 18 52 8 4 20 21 20 22 83 26 25 L L
2024-12-03 76ers Hornets Away 26 31 3 9 12 22 32 23 82 40 20 L W
2024-12-03 Grizzlies Mavericks Away 27 39 3 15 19 29 26 31 97 40 14 L L
2024-12-03 Hornets 76ers Home 22 47 3 5 15 17 20 24 77 34 28 W L
2024-12-03 Magic Knicks Away 20 38 4 9 15 19 27 24 87 39 25 L L
2024-12-03 Jazz Thunder Away 21 36 6 3 29 14 25 25 70 35 22 L L
2024-12-03 Rockets Kings Away 14 53 1 6 15 23 28 27 93 39 21 L L