🏀 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
2025-12-19 Thunder Timberwolves Away 16 52 10 7 11 30 33 18 92 39 30 L L
2025-12-19 Timberwolves Thunder Home 20 57 6 8 13 24 23 25 88 37 47 W W
2025-12-18 Pelicans Rockets Home 27 41 7 15 12 24 24 21 97 27 28 W W
2025-12-18 Knicks Pacers Away 31 46 5 10 16 19 25 34 92 43 19 W W
2025-12-18 Nuggets Magic Home 31 40 3 7 13 18 25 43 88 36 15 W W
2025-12-18 Bucks Raptors Home 25 38 2 10 16 19 25 28 84 37 16 L L
2025-12-18 Mavericks Pistons Home 22 51 15 4 17 21 35 31 89 27 36 W W
2025-12-18 Hawks Hornets Away 31 35 2 6 15 20 32 37 92 37 22 L L
2025-12-18 Heat Nets Away 23 51 8 9 14 12 30 24 89 28 19 W W
2025-12-18 Suns Warriors Home 19 49 6 16 15 17 26 20 88 35 22 W W
2025-12-18 Kings Trail Blazers Away 29 42 7 13 18 29 40 20 94 19 34 W L
2025-12-18 Trail Blazers Kings Home 30 44 6 6 19 27 36 27 103 45 33 L W
2025-12-18 Raptors Bucks Away 31 45 2 9 16 20 31 26 84 35 21 W W
2025-12-18 Spurs Wizards Home 29 53 9 6 14 12 34 23 90 42 20 W W
2025-12-18 Clippers Thunder Away 25 49 7 6 28 17 33 22 76 32 22 W L
2025-12-18 Thunder Clippers Home 28 38 4 18 8 19 27 37 101 36 16 W W
2025-12-18 Hornets Hawks Home 39 37 3 11 14 21 37 43 91 49 17 W W
2025-12-18 Lakers Jazz Away 32 48 2 7 7 31 32 41 93 39 39 W W
2025-12-18 Warriors Suns Away 27 54 3 9 20 20 29 24 89 42 18 W L
2025-12-18 Wizards Spurs Away 29 46 5 10 12 18 27 26 94 36 14 W L