🏀 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
2025-10-31 Pelicans Clippers Away 28 43 4 8 15 18 28 31 83 37 29 W L
2025-10-31 Nuggets Trail Blazers Away 19 46 7 6 16 21 26 31 79 25 31 W L
2025-10-30 Thunder Wizards Home 29 47 8 16 6 15 28 31 98 49 28 W W
2025-10-30 Heat Spurs Away 29 41 2 6 14 20 31 27 90 38 11 L L
2025-10-30 Hornets Magic Home 24 41 6 5 21 22 31 27 83 30 15 L L
2025-10-30 Spurs Heat Home 26 48 8 10 11 17 33 26 86 41 23 W W
2025-10-30 Warriors Bucks Away 23 44 6 8 19 17 25 33 85 38 26 L L
2025-10-30 Magic Hornets Away 29 38 7 10 13 19 38 33 87 38 23 W W
2025-10-30 Wizards Thunder Away 25 49 6 3 22 26 20 29 84 40 17 L L
2025-10-30 Bucks Warriors Home 25 34 2 7 12 22 34 26 96 46 13 L W
2025-10-29 Timberwolves Lakers Home 30 34 5 8 18 23 34 24 82 30 22 L L
2025-10-29 Mavericks Pacers Home 21 47 7 4 19 22 25 27 79 24 37 W W
2025-10-29 Nuggets Pelicans Home 40 56 4 6 14 23 34 19 90 42 14 W W
2025-10-29 Pistons Magic Home 29 46 8 11 13 28 29 36 93 32 34 W W
2025-10-29 Bulls Kings Home 34 46 2 6 15 20 36 26 91 32 18 W W
2025-10-29 Jazz Trail Blazers Home 30 46 7 10 21 24 43 30 84 35 49 W L
2025-10-29 Kings Bulls Away 28 31 2 10 10 17 33 31 82 28 26 W L
2025-10-29 Lakers Timberwolves Away 34 40 5 6 18 22 32 30 83 31 22 W W
2025-10-29 Celtics Cavaliers Home 29 53 3 11 9 19 40 35 95 57 24 W W
2025-10-29 Rockets Raptors Away 31 53 8 9 15 16 39 31 87 30 34 W W