🏀 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
2025-10-25 Grizzlies Pacers Home 31 49 4 6 4 22 23 37 97 39 32 W W
2025-10-25 Pacers Grizzlies Away 25 44 5 2 13 21 21 31 89 40 23 L L
2025-10-25 Nuggets Suns Home 31 43 1 14 16 23 34 37 84 31 42 W W
2025-10-25 Suns Nuggets Away 24 38 4 7 19 29 28 26 88 50 22 L L
2025-10-25 Hornets 76ers Away 30 45 3 6 16 26 29 29 89 42 28 L L
2025-10-25 Thunder Hawks Away 21 50 3 13 12 19 31 29 93 37 19 W W
2025-10-25 76ers Hornets Home 29 40 5 10 15 25 36 25 87 39 32 W W
2025-10-25 Magic Bulls Home 12 53 5 8 20 25 30 19 87 24 33 L L
2025-10-25 Bulls Magic Away 26 46 2 13 18 26 29 23 83 27 29 W W
2025-10-25 Hawks Thunder Home 25 46 5 7 16 23 26 29 85 39 21 W L
2025-10-24 Celtics Knicks Away 19 37 7 10 15 25 30 14 82 44 15 L L
2025-10-24 Grizzlies Heat Home 29 41 4 8 20 19 25 22 95 45 28 L L
2025-10-24 Warriors Trail Blazers Away 24 41 3 12 25 22 28 28 80 38 39 L L
2025-10-24 Magic Hawks Home 21 45 3 7 22 26 24 37 78 31 37 W L
2025-10-24 Wizards Mavericks Away 27 48 8 11 15 24 28 30 90 36 29 W W
2025-10-24 Mavericks Wizards Home 23 48 5 11 21 19 35 17 88 34 27 W L
2025-10-24 Nets Cavaliers Home 30 38 0 9 19 28 23 28 96 45 7 L L
2025-10-24 Raptors Bucks Home 25 41 4 10 16 21 19 35 85 27 32 W L
2025-10-24 Lakers Timberwolves Home 26 38 3 6 10 20 36 32 76 29 32 W W
2025-10-24 Hawks Magic Away 26 40 5 9 16 21 25 26 85 29 28 L W