🏀 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
2025-11-14 Trail Blazers Rockets Away 18 44 2 4 20 18 32 28 89 36 27 L L
2025-11-14 Knicks Heat Home 32 51 2 9 8 23 32 46 104 53 29 W W
2025-11-14 Pistons 76ers Home 32 46 7 9 13 17 28 35 92 41 18 W W
2025-11-14 Pelicans Lakers Home 24 42 3 11 20 23 25 27 89 34 18 L L
2025-11-14 Rockets Trail Blazers Home 26 49 6 16 6 22 41 28 106 45 20 W W
2025-11-14 Warriors Spurs Away 18 39 8 9 14 20 18 29 90 45 18 L W
2025-11-14 76ers Pistons Away 19 46 4 9 15 20 27 27 90 39 15 L L
2025-11-14 Heat Knicks Away 30 46 5 4 11 23 35 33 95 44 34 W L
2025-11-14 Lakers Pelicans Away 28 45 5 13 17 17 35 30 84 34 26 W W
2025-11-14 Spurs Warriors Home 28 47 6 8 20 19 20 25 85 38 19 W L
2025-11-14 Timberwolves Kings Home 28 51 3 10 17 20 35 26 86 37 40 W W
2025-11-14 Clippers Mavericks Away 22 45 6 16 20 32 34 28 95 42 36 L W
2025-11-13 Jazz Hawks Home 39 49 5 9 24 19 33 34 92 44 21 W L
2025-11-13 Raptors Cavaliers Away 37 43 7 6 13 20 29 38 88 31 17 W W
2025-11-13 Cavaliers Raptors Home 26 37 6 7 12 20 30 24 91 41 26 L L
2025-11-13 Pacers Suns Away 20 41 3 4 12 22 23 29 88 25 29 L L
2025-11-13 Suns Pacers Home 19 43 6 6 11 24 31 39 85 35 27 W W
2025-11-13 Hawks Jazz Away 36 43 6 18 16 18 42 38 90 47 22 W W
2025-11-12 Warriors Spurs Away 30 40 3 13 15 18 14 35 85 57 36 W W
2025-11-12 Bucks Hornets Away 29 34 6 6 9 22 27 23 88 30 13 L L