🏀 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
2025-02-03 Kings Timberwolves Away 23 47 6 7 10 16 38 29 92 24 20 W W
2025-02-03 Hawks Pistons Away 27 37 7 8 12 27 34 39 81 37 39 W W
2025-02-03 Nuggets Pelicans Home 28 46 6 7 5 16 33 35 92 33 26 W W
2025-02-03 Rockets Knicks Away 27 50 6 8 15 26 27 30 104 28 15 L L
2025-02-03 Warriors Magic Home 25 44 0 9 13 16 18 25 78 39 34 W W
2025-02-03 Knicks Rockets Home 24 40 5 9 11 15 25 27 93 26 30 L W
2025-02-03 Jazz Pacers Home 31 60 4 5 18 17 32 29 91 37 30 W L
2025-02-03 Grizzlies Spurs Home 33 47 5 17 15 18 34 27 99 36 20 W W
2025-02-03 Bucks Thunder Away 24 37 3 12 14 12 22 22 93 39 21 L L
2025-02-03 Magic Warriors Away 23 52 2 8 11 26 26 17 99 32 10 L L
2025-02-02 Raptors Clippers Home 31 43 6 6 12 17 36 25 85 25 16 W W
2025-02-02 Bulls Pistons Away 28 44 4 7 19 11 35 19 89 52 20 L L
2025-02-02 Grizzlies Bucks Away 37 61 5 9 11 15 31 25 107 39 22 W W
2025-02-02 Clippers Raptors Away 21 41 7 6 10 15 32 29 88 28 21 L L
2025-02-02 Mavericks Cavaliers Away 22 45 3 6 9 11 19 27 103 43 15 L L
2025-02-02 Cavaliers Mavericks Home 39 51 8 7 8 17 50 41 93 45 16 W W
2025-02-02 Bucks Grizzlies Home 32 36 5 7 13 21 28 30 91 45 19 L L
2025-02-02 76ers Celtics Home 20 46 2 7 10 19 29 32 82 32 28 W L
2025-02-02 Celtics 76ers Away 34 38 8 3 9 21 21 23 84 49 16 L W
2025-02-02 Pistons Bulls Home 38 42 5 14 11 18 30 34 99 30 13 W W