🏀 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
2025-03-26 Suns Celtics Home 22 38 3 7 13 18 38 16 87 41 21 L L
2025-03-26 Nuggets Bucks Home 36 46 4 6 9 12 38 29 90 37 22 W W
2025-03-26 Celtics Suns Away 33 48 7 8 10 18 42 31 89 52 22 W W
2025-03-26 Raptors Nets Away 34 63 3 5 11 22 32 30 102 33 23 W W
2025-03-25 Thunder Kings Away 30 52 6 7 15 18 31 33 82 32 20 W W
2025-03-25 Mavericks Knicks Away 19 33 3 9 16 16 35 33 80 19 25 L L
2025-03-25 Warriors Heat Away 20 38 1 8 12 14 22 18 83 38 16 L L
2025-03-25 Heat Warriors Home 26 42 5 8 15 15 28 29 77 25 12 W W
2025-03-25 Hawks Rockets Away 32 42 1 8 14 26 23 25 103 49 15 L L
2025-03-25 Grizzlies Jazz Away 38 52 4 7 8 21 29 35 98 45 18 W W
2025-03-25 Jazz Grizzlies Home 24 28 3 6 13 16 35 30 78 42 22 L L
2025-03-25 Cavaliers Trail Blazers Away 28 41 6 4 11 18 33 27 88 27 17 L W
2025-03-25 Kings Thunder Home 32 36 7 10 11 15 21 21 91 47 12 L L
2025-03-25 Pistons Spurs Home 33 44 5 6 10 19 30 30 78 31 25 W W
2025-03-25 Hornets Magic Home 26 38 3 4 11 22 27 26 88 34 21 L L
2025-03-25 Knicks Mavericks Home 40 36 4 9 14 18 37 31 89 26 18 W W
2025-03-25 Magic Hornets Away 22 50 4 5 8 21 29 34 90 42 19 W W
2025-03-25 Trail Blazers Cavaliers Home 28 45 3 9 9 15 33 19 100 52 22 W L
2025-03-25 Rockets Hawks Home 17 51 2 8 13 12 30 35 93 39 29 W W
2025-03-25 Spurs Pistons Away 21 41 2 7 10 19 22 12 91 44 20 L L