🏀 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
2025-01-08 Raptors Knicks Away 25 33 6 9 16 15 24 27 77 26 15 L L
2025-01-08 Spurs Bucks Away 24 46 5 8 9 14 27 19 95 52 20 L L
2025-01-07 Jazz Hawks Home 25 47 4 8 15 17 32 30 96 48 25 W L
2025-01-07 Hawks Jazz Away 35 44 11 6 10 22 36 29 98 44 15 W W
2025-01-07 Timberwolves Pelicans Away 26 53 8 9 16 17 34 20 89 44 19 W W
2025-01-07 Celtics Nuggets Away 30 41 7 11 11 13 37 20 88 35 20 W W
2025-01-07 Rockets Wizards Away 31 49 2 15 10 17 20 37 97 38 23 W W
2025-01-07 Mavericks Lakers Home 29 44 0 7 10 16 24 31 86 38 14 W W
2025-01-07 Suns Hornets Away 27 42 4 3 11 23 29 17 92 33 19 L L
2025-01-07 Lakers Mavericks Away 20 33 6 7 10 13 27 23 75 35 24 L L
2025-01-07 Hornets Suns Home 23 59 5 9 11 19 22 37 98 47 29 W W
2025-01-07 Wizards Rockets Home 21 43 4 6 18 19 30 25 89 40 20 L L
2025-01-07 Pelicans Timberwolves Home 23 46 5 12 14 18 33 21 94 41 24 W L
2025-01-07 Heat Warriors Away 32 48 3 6 9 9 29 32 91 40 17 W W
2025-01-07 Warriors Heat Home 28 52 6 9 10 15 23 25 98 50 5 W L
2025-01-07 Nuggets Celtics Home 22 39 6 6 16 17 25 32 87 36 15 L L
2025-01-06 Knicks Magic Home 16 38 3 4 12 18 28 23 81 22 22 L L
2025-01-06 Bucks Raptors Away 37 46 8 7 21 19 28 38 82 44 15 W W
2025-01-06 Pacers Nets Away 22 35 5 8 10 17 24 31 79 31 23 L W
2025-01-06 Timberwolves Clippers Home 24 55 5 6 14 20 16 30 92 39 17 W W