🏀 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
2025-11-23 Lakers Jazz Away 23 45 4 7 14 18 32 30 86 38 27 W W
2025-11-23 Cavaliers Clippers Home 28 41 4 10 12 22 27 32 87 45 20 W W
2025-11-22 Mavericks Grizzlies Home 19 41 9 4 10 21 22 25 91 36 16 L L
2025-11-22 Hornets Clippers Home 24 38 2 5 10 20 30 27 85 36 26 L L
2025-11-22 Pistons Bucks Away 31 32 6 10 14 17 30 39 78 30 24 W W
2025-11-22 Kings Nuggets Away 32 37 3 8 6 20 30 31 91 30 23 W W
2025-11-22 Knicks Magic Away 28 36 4 5 17 28 29 37 79 37 28 L L
2025-11-22 Bulls Wizards Home 26 54 5 5 10 15 40 24 100 44 30 W W
2025-11-22 Bucks Pistons Home 29 35 7 8 15 19 26 26 84 43 12 L L
2025-11-22 Magic Knicks Home 28 36 2 5 13 26 31 33 85 33 30 L W
2025-11-22 Hawks Pelicans Away 28 42 7 6 7 20 21 35 90 46 19 W W
2025-11-22 Nuggets Kings Home 28 38 3 1 13 21 35 30 92 37 23 L L
2025-11-22 Clippers Hornets Away 30 41 2 8 8 19 38 24 90 43 24 W W
2025-11-22 Pelicans Hawks Home 21 48 6 5 14 17 25 21 84 27 24 W L
2025-11-22 Grizzlies Mavericks Away 26 61 5 5 12 18 21 22 92 31 24 W W
2025-11-22 Wizards Bulls Away 33 55 4 9 15 23 41 29 96 36 20 W L
2025-11-21 Warriors Trail Blazers Home 29 32 4 14 13 25 28 44 83 43 30 W L
2025-11-21 Pacers Cavaliers Away 25 43 6 10 12 22 31 24 88 37 26 W L
2025-11-21 Mavericks Pelicans Home 30 47 9 9 20 19 25 24 84 43 28 W W
2025-11-21 Nuggets Rockets Away 28 38 7 8 14 20 25 21 76 29 27 W W