🏀 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
2025-02-13 Timberwolves Thunder Home 28 54 2 5 8 17 37 27 99 46 22 W W
2025-02-13 Heat Mavericks Away 23 42 4 9 13 14 22 34 91 36 26 L L
2025-02-12 Rockets Suns Home 32 47 4 10 11 15 32 19 97 42 24 W W
2025-02-12 Celtics Spurs Home 25 56 5 3 15 12 37 29 91 55 21 W W
2025-02-12 Lakers Jazz Away 31 45 3 5 14 20 30 26 92 50 30 L L
2025-02-12 Hornets Magic Away 21 43 4 4 12 15 20 26 81 26 15 L L
2025-02-12 Jazz Lakers Home 30 48 8 10 12 21 33 31 86 41 33 W W
2025-02-12 Warriors Mavericks Away 29 50 6 9 15 16 31 25 96 35 18 W L
2025-02-12 Heat Thunder Away 24 45 5 7 16 17 35 28 79 34 25 W L
2025-02-12 Kings Pelicans Away 28 48 7 4 11 16 34 31 87 45 29 W W
2025-02-12 Thunder Heat Home 22 41 3 10 13 19 23 29 88 39 20 L W
2025-02-12 Magic Hornets Home 22 52 9 4 8 12 28 16 90 43 19 W W
2025-02-12 Nets 76ers Home 23 50 7 13 16 18 29 24 85 30 15 W W
2025-02-12 Cavaliers Raptors Away 34 53 4 11 13 19 41 27 99 53 20 W W
2025-02-12 Knicks Hawks Home 28 39 5 6 17 23 38 30 94 26 37 L W
2025-02-12 Timberwolves Bucks Home 27 59 6 4 13 13 24 26 103 44 15 W L
2025-02-12 Pelicans Kings Home 28 40 5 7 8 23 26 37 94 32 18 W L
2025-02-12 Nuggets Trail Blazers Home 26 49 7 9 12 20 40 35 96 38 24 W W
2025-02-12 Pacers Wizards Away 38 42 5 7 7 17 25 22 107 35 20 L W
2025-02-12 Bulls Pistons Home 23 37 7 9 16 27 32 27 86 41 30 L L