🏀 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
2023-12-11 Bucks Bulls Home 34 48 4 5 11 21 37 37 86 37 37 W W
2023-12-11 Magic Cavaliers Home 22 43 8 7 14 22 22 29 84 26 25 W W
2023-12-11 Nuggets Hawks Away 29 49 8 9 16 19 28 37 88 29 29 W W
2023-12-11 Hawks Nuggets Home 25 35 2 9 10 21 36 26 96 44 18 L L
2023-12-11 Kings Nets Home 38 43 3 4 13 24 26 28 94 45 14 L W
2023-12-11 Grizzlies Mavericks Home 26 38 5 9 18 19 24 27 89 44 16 L L
2023-12-11 Pacers Pistons Away 33 43 5 8 18 20 33 33 92 31 19 W W
2023-12-11 Mavericks Grizzlies Away 27 43 9 8 17 17 29 38 86 40 19 W W
2023-12-11 Knicks Raptors Home 36 42 3 5 15 22 35 31 86 29 23 W W
2023-12-11 Jazz Thunder Away 32 41 9 9 17 21 20 32 92 38 21 L L
2023-12-11 Nets Kings Away 24 41 6 4 13 13 18 30 88 29 21 L L
2023-12-11 Clippers Trail Blazers Home 33 35 9 7 9 20 43 23 89 34 22 W W
2023-12-11 Raptors Knicks Away 32 38 0 12 10 21 35 25 96 39 30 L L
2023-12-11 Thunder Jazz Home 35 39 7 9 12 17 34 32 96 38 17 W W
2023-12-11 Pelicans Timberwolves Home 27 47 7 7 14 20 29 30 82 27 40 W W
2023-12-11 Hornets Heat Home 31 31 2 3 11 22 24 26 84 41 22 L L
2023-12-11 76ers Wizards Home 37 47 6 14 14 27 43 32 95 46 25 W W
2023-12-11 Wizards 76ers Away 21 44 2 5 22 19 27 19 85 31 31 L L
2023-12-11 Cavaliers Magic Away 15 48 3 10 14 23 29 25 85 40 33 L L
2023-12-11 Pistons Pacers Home 26 30 4 11 15 18 36 25 81 29 30 W L