🏀 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
2025-12-21 Bulls Hawks Away 41 40 3 9 11 21 38 45 92 42 39 W W
2025-12-21 Raptors Nets Away 23 39 5 6 15 19 18 21 86 36 8 L L
2025-12-21 Knicks Heat Home 28 36 3 7 12 25 30 36 85 38 21 W W
2025-12-21 Timberwolves Bucks Home 28 46 4 10 10 18 23 25 88 46 23 W W
2025-12-21 Rockets Kings Away 31 47 2 9 14 20 31 37 94 38 24 W L
2025-12-21 Heat Knicks Away 26 45 1 5 11 14 37 25 87 35 35 W L
2025-12-21 Nets Raptors Home 29 48 4 7 21 17 24 25 75 35 16 W W
2025-12-21 Kings Rockets Home 29 55 5 8 11 21 30 27 95 32 36 W W
2025-12-21 Hawks Bulls Home 39 35 7 6 10 25 38 35 98 47 32 W L
2025-12-21 Wizards Spurs Home 20 43 7 5 5 25 28 21 95 45 24 L L
2025-12-21 Bucks Timberwolves Away 27 51 2 6 16 15 29 31 87 45 20 W L
2025-12-21 Spurs Wizards Away 26 61 5 3 9 19 26 43 104 41 32 W W
2025-12-20 Kings Trail Blazers Home 18 50 6 14 15 19 26 18 87 31 31 W L
2025-12-20 Warriors Suns Home 29 49 7 9 20 22 32 32 92 49 24 W W
2025-12-20 Suns Warriors Away 23 34 6 12 14 24 44 23 88 35 24 L L
2025-12-20 76ers Mavericks Home 27 47 2 11 8 13 38 30 102 40 28 W W
2025-12-20 Rockets Nuggets Away 24 47 8 6 19 20 26 27 77 35 23 W W
2025-12-20 Mavericks 76ers Away 24 44 7 5 18 22 33 29 83 18 22 L L
2025-12-20 Raptors Celtics Home 30 37 7 2 12 18 20 31 87 47 11 L L
2025-12-20 Wizards Grizzlies Away 32 54 3 5 13 20 25 28 99 44 26 W W