🏀 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
2023-11-06 Heat Lakers Home 30 44 4 11 18 14 33 29 88 37 16 W W
2023-11-06 76ers Wizards Home 37 45 7 12 16 15 33 42 91 31 36 W W
2023-11-06 Thunder Hawks Home 27 49 7 7 13 22 29 29 94 35 23 W W
2023-11-06 Pistons Warriors Home 23 39 2 8 16 20 26 22 80 30 21 L L
2023-11-06 Mavericks Magic Away 21 31 6 9 15 20 27 26 82 40 28 L W
2023-11-06 Warriors Pistons Away 26 44 4 8 11 14 31 25 97 41 21 L W
2023-11-06 Jazz Bulls Away 32 52 7 1 23 20 32 20 86 43 17 L L
2023-11-06 Rockets Kings Home 28 39 4 8 11 19 32 35 75 31 27 W W
2023-11-06 Bulls Jazz Home 26 36 3 12 8 18 37 29 93 34 19 W W
2023-11-06 Pacers Spurs Home 38 49 4 7 15 24 44 42 95 38 23 W W
2023-11-06 Nuggets Pelicans Home 37 45 5 6 10 16 25 34 95 39 23 W W
2023-11-06 Knicks Clippers Home 28 48 1 13 20 13 19 23 88 31 18 W W
2023-11-06 Wizards 76ers Away 31 38 10 6 19 26 24 34 96 34 20 L L
2023-11-06 Bucks Nets Away 26 48 2 6 10 13 29 34 96 48 24 W W
2023-11-06 Celtics Timberwolves Away 20 45 2 13 18 26 26 29 92 39 34 L L
2023-11-06 Pelicans Nuggets Away 24 38 2 6 13 18 27 44 90 30 15 L L
2023-11-06 Kings Rockets Away 22 34 2 5 15 22 22 20 81 40 20 L L
2023-11-06 Lakers Heat Away 28 38 5 6 17 17 33 26 81 26 14 L L
2023-11-06 Hawks Thunder Away 27 59 3 8 15 16 28 22 102 42 32 W L
2023-11-06 Clippers Knicks Away 21 31 3 8 22 15 21 25 73 32 16 L L