🏀 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
2024-12-22 Nuggets Pelicans Away 34 54 8 10 22 19 28 31 97 33 32 W W
2024-12-22 Raptors Rockets Home 33 42 3 10 21 25 35 22 92 43 13 L L
2024-12-22 Pacers Kings Away 36 50 5 7 10 15 21 31 86 39 8 W W
2024-12-22 Pelicans Nuggets Home 37 43 9 16 13 23 29 38 108 40 23 W L
2024-12-21 Grizzlies Hawks Away 35 40 1 13 18 22 43 30 97 41 13 W W
2024-12-21 Spurs Trail Blazers Home 33 49 13 7 12 12 25 35 93 36 18 W W
2024-12-21 Pelicans Knicks Home 23 45 5 8 19 20 28 21 83 34 19 L L
2024-12-21 Clippers Mavericks Away 18 40 7 8 17 14 22 18 81 37 22 L L
2024-12-21 Bucks Wizards Home 35 44 2 12 11 14 36 27 98 48 5 W W
2024-12-21 Warriors Timberwolves Away 30 45 6 9 10 23 26 24 87 42 23 W W
2024-12-21 Knicks Pelicans Away 24 42 3 11 16 18 28 17 87 37 15 L W
2024-12-21 Bulls Celtics Home 28 43 4 8 12 14 28 26 98 41 11 L L
2024-12-21 Lakers Kings Away 23 48 6 10 13 14 31 25 83 35 21 W W
2024-12-21 Wizards Bucks Away 20 47 4 7 19 10 36 14 81 42 16 L L
2024-12-21 Heat Magic Away 16 38 2 7 14 25 40 36 75 32 42 W L
2024-12-21 Timberwolves Warriors Home 27 45 2 5 15 18 15 22 86 38 25 L L
2024-12-21 Suns Pistons Home 30 35 1 9 19 21 26 33 78 29 23 W L
2024-12-21 Hawks Grizzlies Home 29 41 6 11 25 14 27 22 80 38 24 W L
2024-12-21 Magic Heat Home 24 41 9 5 13 23 28 28 87 37 27 L W
2024-12-21 Jazz Nets Away 25 45 8 11 18 16 19 31 86 41 17 W W