🏀 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
2025-03-23 Hornets Heat Away 24 40 4 5 19 15 26 21 87 33 13 L L
2025-03-23 Celtics Trail Blazers Away 31 38 6 6 9 14 34 30 88 50 14 W W
2025-03-23 Heat Hornets Home 27 32 4 10 10 13 20 37 82 29 20 W W
2025-03-23 Pelicans Pistons Away 35 37 5 3 17 30 27 32 85 40 16 L L
2025-03-23 Pistons Pelicans Home 26 32 2 6 6 20 36 32 86 27 40 W W
2025-03-23 Cavaliers Jazz Away 28 51 7 9 6 16 28 23 96 48 31 W W
2025-03-23 Trail Blazers Celtics Home 24 38 3 6 12 11 24 27 88 47 16 L L
2025-03-23 Clippers Thunder Home 20 48 8 6 14 19 34 17 82 26 28 W L
2025-03-23 Thunder Clippers Away 28 42 8 9 9 22 24 33 92 35 20 W W
2025-03-23 76ers Hawks Away 24 37 4 8 13 18 24 28 91 34 37 L L
2025-03-23 Spurs Raptors Away 27 46 6 15 14 14 36 26 86 43 32 W W
2025-03-23 Hawks 76ers Home 35 39 4 11 16 26 35 29 87 37 22 W W
2025-03-22 Kings Bucks Home 21 44 2 4 8 17 25 36 91 38 22 L L
2025-03-22 Knicks Wizards Home 29 49 3 13 14 17 31 35 91 35 27 W W
2025-03-22 Wizards Knicks Away 21 41 5 9 20 23 21 20 88 36 19 L L
2025-03-22 Pacers Nets Home 32 44 6 5 13 24 28 33 84 35 21 W W
2025-03-22 Nets Pacers Away 20 48 1 6 14 20 25 27 90 43 17 L L
2025-03-22 Hawks Warriors Home 37 46 3 5 14 23 40 29 86 36 18 W W
2025-03-22 Lakers Bulls Home 23 35 1 8 21 16 31 31 85 41 22 L L
2025-03-22 Bulls Lakers Away 41 42 5 17 10 16 32 33 96 41 20 W W