🏀 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
2025-02-10 Kings Mavericks Away 28 50 3 3 20 22 27 34 96 26 19 L W
2025-02-10 Wizards Spurs Home 26 42 3 5 14 23 30 33 93 47 19 L L
2025-02-10 Pelicans Thunder Away 19 42 4 4 22 14 20 30 82 27 28 L L
2025-02-10 Celtics Heat Away 24 52 5 4 6 11 18 34 85 53 8 W W
2025-02-10 Warriors Bucks Away 27 48 2 16 9 23 29 29 93 45 38 W W
2025-02-10 Bucks Warriors Home 18 37 4 5 20 25 27 24 76 33 34 L L
2025-02-10 Thunder Pelicans Home 29 45 8 15 10 20 33 39 95 55 16 W W
2025-02-10 Hornets Nets Away 18 40 7 7 17 10 30 19 78 31 28 L L
2025-02-10 Cavaliers Timberwolves Home 27 49 5 10 16 24 30 36 94 43 20 W W
2025-02-10 Jazz Lakers Away 29 39 3 6 19 17 25 22 84 40 27 L L
2025-02-10 Mavericks Kings Home 31 33 4 11 11 19 35 26 95 37 24 L L
2025-02-10 Spurs Wizards Away 28 43 4 11 11 17 40 26 88 38 29 W W
2025-02-10 Nets Hornets Home 24 47 6 10 16 24 34 27 93 42 14 W W
2025-02-10 Timberwolves Cavaliers Away 17 41 6 10 16 19 12 32 90 39 30 L L
2025-02-10 Heat Celtics Home 21 51 2 2 4 10 24 19 92 45 13 L L
2025-02-10 Nuggets Trail Blazers Home 44 38 2 12 8 23 38 32 91 25 20 W W
2025-02-10 Trail Blazers Nuggets Away 25 33 4 4 16 20 27 28 88 37 26 L L
2025-02-10 Hawks Magic Away 29 39 3 10 16 17 25 25 77 32 28 W W
2025-02-10 Lakers Jazz Home 28 44 2 11 11 22 37 35 92 42 18 W W
2025-02-10 Magic Hawks Home 22 36 8 10 17 21 22 35 78 30 24 W L