🏀 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
2025-10-09 Clippers Loong-Lions Home 42 46 10 10 16 28 33 36 83 43 25 W W
2025-10-09 Knicks Timberwolves Home 22 55 6 11 11 20 20 18 102 57 20 W W
2025-10-08 Jazz Rockets Away 36 35 4 9 20 25 25 36 89 45 12 L L
2025-10-08 Kings Raptors Home 25 43 11 10 18 22 27 25 84 33 37 W L
2025-10-08 Raptors Kings Away 32 42 6 11 16 28 36 29 91 37 27 W W
2025-10-08 Warriors Trail Blazers Home 31 44 4 9 19 25 25 32 89 45 34 W W
2025-10-08 Grizzlies Celtics Home 21 53 2 10 22 29 23 22 83 38 42 W L
2025-10-08 Heat Spurs Home 24 36 3 8 19 23 33 24 81 29 30 L L
2025-10-08 Spurs Heat Away 24 49 5 10 21 28 33 28 86 36 27 W W
2025-10-08 Rockets Jazz Home 32 47 6 10 13 9 23 44 97 34 30 W W
2025-10-08 Trail Blazers Warriors Away 26 60 4 9 18 33 39 34 103 48 33 W L
2025-10-08 Celtics Grizzlies Away 26 49 11 13 13 31 35 33 94 53 34 W W
2025-10-07 Timberwolves Pacers Home 26 41 5 14 20 26 29 28 90 36 41 W L
2025-10-07 Pacers Timberwolves Away 32 50 7 12 24 33 37 28 94 46 31 W W
2025-10-07 Bulls Cavaliers Away 31 51 4 9 26 22 26 31 81 40 29 W W
2025-10-07 Cavaliers Bulls Home 27 32 3 19 15 24 37 20 94 41 24 W L
2025-10-06 Spurs Loong-Lions Home 31 52 8 14 23 24 34 40 80 38 24 W W
2025-10-06 Pistons Grizzlies Away 29 55 7 13 22 27 24 50 90 39 29 W W
2025-10-06 Thunder Mavericks Away 18 43 5 14 14 25 20 20 97 51 20 L L
2025-10-06 Bucks Heat Away 24 43 5 15 15 23 30 21 87 41 26 W W