🏀 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
2025-10-24 Pistons Rockets Away 26 48 11 6 17 31 32 31 90 39 23 W W
2025-10-24 Bucks Raptors Away 25 51 5 9 18 24 27 25 90 40 25 W W
2025-10-24 Kings Jazz Home 23 33 4 10 13 18 31 18 83 32 15 L W
2025-10-24 Pelicans Spurs Home 24 45 3 10 13 21 27 31 97 32 29 W L
2025-10-24 Suns Clippers Away 23 37 4 12 18 25 33 23 90 47 15 L L
2025-10-24 Rockets Pistons Home 15 45 2 14 13 24 33 23 83 22 48 W L
2025-10-24 Jazz Kings Away 25 50 1 6 19 16 24 22 86 41 17 L L
2025-10-24 Spurs Pelicans Away 25 59 13 6 18 27 30 27 98 43 26 W W
2025-10-24 Cavaliers Nets Away 32 36 5 14 17 18 34 29 82 42 35 W W
2025-10-24 Trail Blazers Warriors Home 30 38 5 13 18 28 28 41 93 34 25 W W
2025-10-24 Clippers Suns Home 32 45 5 12 17 19 34 38 76 29 26 W W
2025-10-24 Knicks Celtics Home 23 53 4 7 15 17 22 42 86 45 25 W W
2025-10-24 Timberwolves Lakers Away 24 40 3 4 12 27 40 23 88 38 21 L L
2025-10-24 Heat Grizzlies Away 34 57 4 15 19 25 44 42 102 40 22 W W
2025-10-23 Warriors Nuggets Home 33 43 3 11 8 16 27 34 99 47 25 W W
2025-10-23 Pacers Thunder Home 21 55 4 6 14 37 25 22 105 43 40 L L
2025-10-23 Thunder Pacers Away 17 60 2 6 14 33 22 32 95 35 51 L W
2025-10-23 Nuggets Warriors Away 32 43 4 8 13 22 31 39 95 40 14 W L
2025-10-22 Pistons Bulls Away 29 46 10 8 10 29 19 30 97 24 26 W L
2025-10-22 Trail Blazers Timberwolves Home 25 39 3 10 15 17 35 26 90 42 35 L L