🏀 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
2024-12-23 Heat Nets Home 27 44 3 6 15 17 39 19 73 41 24 W W
2024-12-23 Grizzlies Clippers Home 26 56 6 8 20 18 30 28 99 42 26 W L
2024-12-23 Lakers Pistons Home 28 38 3 8 18 10 32 32 74 30 25 W L
2024-12-23 Pacers Warriors Away 26 43 4 7 11 16 33 29 92 35 11 L W
2024-12-23 Magic Celtics Home 26 42 9 11 20 24 21 22 83 33 21 W W
2024-12-23 Clippers Grizzlies Away 22 53 6 15 17 28 28 23 96 27 26 W W
2024-12-23 Mavericks Trail Blazers Home 27 41 4 10 10 21 28 34 90 36 34 W W
2024-12-23 Pistons Lakers Away 24 37 5 12 12 20 34 28 92 30 12 L W
2024-12-23 Suns Nuggets Away 23 39 5 6 13 13 26 25 83 33 15 L L
2024-12-23 Nuggets Suns Home 35 46 4 6 12 15 27 28 90 41 11 W W
2024-12-23 Jazz Cavaliers Away 27 51 5 6 16 20 27 29 92 44 26 W L
2024-12-23 76ers Spurs Home 22 47 2 11 9 18 19 29 93 44 23 W W
2024-12-23 Cavaliers Jazz Home 33 40 3 10 9 23 29 31 91 46 23 W W
2024-12-23 Trail Blazers Mavericks Away 23 48 1 6 18 25 31 22 93 29 19 L L
2024-12-23 Bucks Bulls Away 24 49 1 7 13 16 33 26 87 43 17 W W
2024-12-23 Nets Heat Away 23 42 2 9 14 18 28 29 84 34 20 L L
2024-12-23 Raptors Knicks Away 28 30 3 6 15 25 28 24 77 28 37 L L
2024-12-23 Thunder Wizards Home 25 59 9 15 12 18 29 38 106 38 22 W W
2024-12-22 Rockets Raptors Away 18 53 6 12 21 14 24 27 89 28 33 W W
2024-12-22 Kings Pacers Home 21 47 3 3 10 11 23 29 96 38 17 L L