🏀 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
2025-10-27 76ers Magic Home 25 39 9 5 6 27 33 39 97 33 32 W W
2025-10-27 Mavericks Thunder Home 20 36 4 6 8 15 24 18 87 39 22 L L
2025-10-26 Timberwolves Pacers Home 19 48 4 9 14 24 28 30 84 33 37 W W
2025-10-26 Celtics Pistons Away 17 38 8 11 12 26 33 25 94 45 24 L L
2025-10-26 Trail Blazers Clippers Away 24 42 2 12 16 21 23 37 92 41 34 L L
2025-10-26 Wizards Hornets Home 25 40 4 5 15 27 30 32 91 34 25 L L
2025-10-26 Hornets Wizards Away 30 52 4 12 11 16 31 20 92 38 36 W W
2025-10-26 Pistons Celtics Home 22 55 5 7 16 24 24 36 93 34 36 W W
2025-10-26 Nets Spurs Away 22 34 0 9 11 30 24 24 87 50 24 L L
2025-10-26 Clippers Trail Blazers Home 26 46 8 11 22 27 34 21 80 31 15 W W
2025-10-26 Lakers Kings Away 26 47 3 9 17 17 36 26 80 25 46 W W
2025-10-26 Bucks Cavaliers Away 25 37 6 12 17 26 31 25 79 33 28 W L
2025-10-26 Spurs Nets Home 20 45 6 7 12 23 31 38 78 27 36 W W
2025-10-26 Raptors Mavericks Away 33 43 1 10 14 28 32 34 100 33 24 L L
2025-10-26 Knicks Heat Away 23 52 3 9 15 24 27 27 98 54 21 L L
2025-10-26 Heat Knicks Home 25 50 1 7 16 16 24 33 83 37 31 W W
2025-10-26 Pacers Timberwolves Away 24 49 5 7 16 27 28 32 91 40 27 L L
2025-10-26 Mavericks Raptors Home 32 49 7 12 20 26 32 32 85 26 39 W W
2025-10-26 Kings Lakers Home 27 40 4 13 15 26 27 35 101 43 18 L L
2025-10-26 Cavaliers Bucks Home 23 44 2 10 16 23 29 36 87 40 35 W W