🏀 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
2025-04-07 Heat 76ers Home 26 47 6 7 13 17 29 32 89 36 15 W W
2025-04-07 Pistons Kings Home 30 37 4 8 9 23 37 35 89 39 28 W L
2025-04-06 Celtics Wizards Home 33 62 5 6 13 9 34 26 98 52 6 W W
2025-04-06 Lakers Thunder Away 25 43 2 6 15 15 42 36 84 40 17 W W
2025-04-06 Nuggets Pacers Home 33 47 7 2 13 17 33 33 93 31 18 W L
2025-04-06 Raptors Nets Away 30 47 4 16 18 21 28 33 94 36 22 W W
2025-04-06 Hawks Jazz Home 43 42 3 7 11 19 41 40 95 41 20 W W
2025-04-06 Suns Knicks Away 20 35 3 11 12 22 23 20 92 34 19 L L
2025-04-06 Knicks Suns Home 28 41 3 6 14 18 27 26 74 28 24 W W
2025-04-06 Spurs Trail Blazers Away 26 45 4 9 18 21 18 27 95 34 21 L L
2025-04-06 Wizards Celtics Away 21 32 3 5 10 10 18 21 86 45 10 L L
2025-04-06 Hornets Bulls Home 25 40 2 7 12 22 28 27 85 30 34 L L
2025-04-06 Bulls Hornets Away 26 41 1 8 12 23 29 46 86 36 29 W W
2025-04-06 Kings Cavaliers Away 25 39 3 10 14 14 31 25 82 33 22 W W
2025-04-06 Warriors Rockets Home 28 46 2 12 20 14 24 26 89 43 11 W L
2025-04-06 Nets Raptors Home 25 46 7 8 23 18 23 23 82 35 27 L L
2025-04-06 Thunder Lakers Home 20 34 3 9 7 17 32 24 90 37 12 L L
2025-04-06 Jazz Hawks Away 29 32 4 10 10 18 28 36 87 47 28 L L
2025-04-06 Pacers Nuggets Away 34 41 7 10 6 17 24 37 96 44 21 W W
2025-04-06 Trail Blazers Spurs Home 25 44 5 10 15 20 33 21 89 41 27 W W