🏀 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
2025-03-19 Pistons Heat Away 25 47 10 4 12 20 22 36 91 23 18 W W
2025-03-19 Thunder 76ers Home 36 55 5 10 12 12 42 28 90 52 20 W W
2025-03-19 Nuggets Lakers Away 25 45 4 8 18 17 29 30 87 39 21 L L
2025-03-19 Cavaliers Kings Away 24 37 1 7 12 14 22 34 84 34 18 L L
2025-03-19 Jazz Wizards Home 30 42 1 7 16 16 31 33 89 42 18 W L
2025-03-19 Pacers Mavericks Home 29 38 5 4 11 26 33 35 82 35 37 W W
2025-03-19 Rockets Magic Away 18 46 5 10 15 18 28 28 81 35 32 W W
2025-03-19 Knicks Spurs Away 28 44 7 7 10 18 20 23 92 37 21 L L
2025-03-19 Lakers Nuggets Home 25 38 3 13 13 17 46 27 83 38 28 W W
2025-03-19 Spurs Knicks Home 28 52 7 7 13 22 29 38 90 35 20 W W
2025-03-19 Grizzlies Trail Blazers Away 23 40 4 11 10 20 29 29 92 30 21 L L
2025-03-19 Trail Blazers Grizzlies Home 25 65 6 3 17 17 38 33 96 46 21 W W
2025-03-19 Magic Rockets Home 23 41 4 7 12 20 23 29 92 35 20 L L
2025-03-19 Timberwolves Pelicans Home 21 40 6 7 14 19 30 31 77 39 36 W L
2025-03-18 Hornets Hawks Home 25 39 8 7 17 16 25 32 84 30 21 W L
2025-03-18 Nets Celtics Away 21 39 2 9 8 19 26 23 88 45 17 L L
2025-03-18 Bucks Warriors Away 19 34 4 9 9 15 27 17 79 38 27 L L
2025-03-18 Clippers Cavaliers Home 28 49 5 7 12 26 37 31 84 35 28 W W
2025-03-18 Celtics Nets Home 24 48 5 6 13 14 21 23 79 48 22 W W
2025-03-18 Hawks Hornets Away 27 46 8 12 10 17 32 38 93 45 15 W W