🏀 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
2023-11-24 Heat Knicks Away 20 41 0 11 11 19 28 22 87 37 21 L L
2023-11-24 Celtics Magic Away 17 31 4 10 15 18 30 26 76 29 37 L L
2023-11-24 Spurs Warriors Away 28 46 3 10 20 18 35 20 100 47 12 L L
2023-11-24 Kings Timberwolves Away 25 46 4 7 13 19 38 32 100 35 11 L W
2023-11-24 Pistons Pacers Away 22 43 11 6 14 18 26 37 90 18 24 W L
2023-11-24 Grizzlies Suns Home 22 35 2 6 15 22 27 22 80 33 10 L L
2023-11-22 Kings Pelicans Away 22 38 1 3 16 25 30 20 76 44 35 L L
2023-11-22 Nuggets Magic Away 29 42 2 6 12 25 28 34 93 35 21 L L
2023-11-22 Bucks Celtics Away 23 47 2 9 9 19 17 36 101 34 17 L L
2023-11-22 Nets Hawks Away 28 59 6 8 16 24 33 34 113 35 24 W L
2023-11-22 Suns Warriors Home 22 43 8 9 15 22 26 37 76 28 52 W W
2023-11-22 Heat Cavaliers Away 30 41 7 11 12 19 37 32 88 35 21 W W
2023-11-22 Grizzlies Rockets Away 17 46 7 3 9 19 28 18 82 32 35 L L
2023-11-22 Rockets Grizzlies Home 22 49 6 6 7 22 21 24 92 43 20 W W
2023-11-22 Bulls Thunder Away 22 38 2 7 12 26 14 25 88 44 17 L L
2023-11-22 76ers Timberwolves Away 21 48 12 9 15 23 20 29 87 32 30 W L
2023-11-22 Jazz Trail Blazers Away 25 44 3 7 24 13 21 25 79 31 26 L L
2023-11-22 Pacers Raptors Home 33 31 6 10 15 24 35 30 91 39 16 L L
2023-11-22 Pelicans Kings Home 23 48 2 10 10 28 32 32 87 30 37 W W
2023-11-22 Trail Blazers Jazz Home 31 37 6 9 14 21 32 33 92 39 15 W W