🏀 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
2025-04-16 Bulls Heat Home 15 38 4 9 17 17 28 19 83 37 17 L L
2025-04-16 Mavericks Kings Away 29 41 8 9 9 15 27 44 83 28 26 W W
2025-04-16 Heat Bulls Away 30 45 7 10 15 16 39 32 83 35 22 W W
2025-04-16 Kings Mavericks Home 23 44 4 6 18 19 29 19 89 33 15 L L
2025-04-15 Grizzlies Warriors Away 22 50 1 4 19 26 25 30 86 26 23 L L
2025-04-15 Warriors Grizzlies Home 29 39 3 13 10 23 31 36 85 43 34 W W
2025-04-15 Hawks Magic Away 22 42 5 5 7 18 17 30 84 21 34 L L
2025-04-15 Magic Hawks Home 29 54 9 6 8 25 32 29 91 39 27 W W
2025-04-13 Bulls 76ers Away 29 59 4 10 12 17 29 20 103 40 20 W W
2025-04-13 Lakers Trail Blazers Away 21 42 11 9 20 21 25 18 80 28 14 L L
2025-04-13 76ers Bulls Home 20 48 6 7 14 15 29 27 94 44 21 L L
2025-04-13 Rockets Nuggets Home 32 45 4 5 10 24 23 29 100 34 14 L L
2025-04-13 Pacers Cavaliers Away 27 61 10 15 13 20 26 18 119 42 22 W W
2025-04-13 Thunder Pelicans Away 16 54 4 8 10 25 38 26 98 47 27 W W
2025-04-13 Pistons Bucks Away 35 42 3 9 13 19 25 30 107 59 14 L L
2025-04-13 Mavericks Grizzlies Away 20 38 3 6 18 13 28 26 87 28 22 L L
2025-04-13 Suns Kings Away 28 37 1 6 11 9 25 29 84 44 6 L L
2025-04-13 Warriors Clippers Home 31 25 6 11 15 20 33 25 79 33 23 L L
2025-04-13 Kings Suns Home 31 43 4 6 11 7 33 24 88 34 3 W W
2025-04-13 Knicks Nets Away 27 40 3 10 11 25 38 24 86 42 26 W W