🏀 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
2024-03-15 Pistons Heat Home 27 48 2 5 18 16 28 26 84 38 15 W L
2024-03-15 Clippers Pelicans Away 18 37 8 6 15 17 22 22 77 33 19 L L
2024-03-15 Hawks Jazz Away 32 41 5 7 9 16 28 34 92 39 27 W L
2024-03-15 Suns Hornets Away 31 57 3 3 10 20 28 26 87 38 20 W W
2024-03-15 Heat Pistons Away 23 44 6 14 8 16 27 29 91 34 21 W W
2024-03-15 Nuggets Spurs Away 37 40 5 13 13 20 37 21 89 25 12 W W
2024-03-15 Pelicans Clippers Home 28 40 2 8 9 21 20 30 87 35 20 W W
2024-03-15 Raptors Magic Home 24 40 4 11 16 24 27 21 81 34 20 W L
2024-03-14 Thunder Mavericks Home 28 34 7 10 13 24 33 32 86 39 23 W W
2024-03-14 Knicks Trail Blazers Away 16 50 1 11 15 18 26 29 87 29 26 W W
2024-03-14 Suns Celtics Away 27 51 3 4 14 12 32 28 99 31 10 L L
2024-03-14 Trail Blazers Knicks Home 19 45 2 10 18 19 25 16 84 33 16 L L
2024-03-14 Mavericks Thunder Away 25 40 2 6 19 20 27 36 84 29 26 L L
2024-03-14 Rockets Wizards Home 24 47 1 7 19 19 33 42 87 28 24 W W
2024-03-14 Bucks 76ers Home 29 37 4 6 15 14 24 29 72 36 24 W W
2024-03-14 Celtics Suns Home 31 33 5 12 10 13 35 30 89 50 11 W W
2024-03-14 Wizards Rockets Away 29 32 2 11 14 19 31 25 93 38 19 L L
2024-03-14 Bulls Clippers Home 28 36 2 4 13 14 26 27 86 35 16 L L
2024-03-14 76ers Bucks Away 20 30 4 6 13 18 29 32 79 35 14 L L
2024-03-14 Clippers Bulls Away 32 35 2 9 10 16 37 27 80 40 14 W W