🏀 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
2023-12-25 Suns Mavericks Home 28 47 2 5 16 21 24 30 90 41 25 L L
2023-12-25 76ers Heat Away 23 36 4 11 8 22 22 27 94 45 25 L L
2023-12-25 Celtics Lakers Away 31 44 7 8 8 17 32 26 91 42 28 W W
2023-12-25 Nuggets Warriors Home 25 43 4 6 14 17 29 24 82 34 32 W W
2023-12-25 Mavericks Suns Away 28 38 6 7 11 20 36 28 84 44 30 W W
2023-12-25 Lakers Celtics Home 24 43 1 4 12 19 23 34 90 32 21 L L
2023-12-23 Magic Pacers Away 22 39 5 9 15 18 36 37 73 18 41 W W
2023-12-23 Spurs Mavericks Away 32 42 3 9 10 16 29 37 98 45 24 W L
2023-12-23 Lakers Thunder Away 37 44 7 7 9 13 36 35 90 32 23 W W
2023-12-23 Hornets Nuggets Home 23 47 11 8 18 15 27 33 88 28 23 W L
2023-12-23 Raptors Jazz Home 35 39 5 7 11 17 34 37 94 32 19 W L
2023-12-23 Celtics Clippers Away 33 51 5 4 10 19 28 40 94 53 28 W W
2023-12-23 Hawks Grizzlies Home 28 41 5 8 11 22 32 28 96 43 20 W L
2023-12-23 Mavericks Spurs Home 26 52 6 7 13 18 40 32 100 45 21 W W
2023-12-23 Trail Blazers Warriors Away 26 30 3 13 12 20 30 16 84 35 25 L L
2023-12-23 Rockets Pelicans Away 21 44 2 9 12 20 26 21 82 29 35 L W
2023-12-23 Nuggets Hornets Away 25 48 13 11 17 21 25 29 90 30 14 W W
2023-12-23 Thunder Lakers Home 24 42 7 6 9 17 39 20 95 41 19 W L
2023-12-23 Pistons Nets Away 26 36 3 5 14 25 21 35 79 35 29 L L
2023-12-23 Timberwolves Kings Away 31 43 5 9 12 18 28 31 87 33 14 W W