🏀 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
2025-02-21 Pistons Spurs Away 31 53 5 8 16 17 36 27 94 35 22 W W
2025-02-21 Pelicans Mavericks Away 25 53 6 8 14 23 22 31 92 27 25 W L
2025-02-21 Cavaliers Knicks Home 38 47 2 12 15 15 41 36 92 37 15 W W
2025-02-21 Warriors Kings Away 40 35 3 13 12 19 31 37 93 43 12 W W
2025-02-21 Raptors Heat Home 25 46 2 8 13 19 19 29 91 43 23 L L
2025-02-21 Rockets Timberwolves Home 18 48 6 5 20 25 48 20 84 26 32 W W
2025-02-21 Mavericks Pelicans Home 28 47 4 8 13 18 32 24 86 44 27 W W
2025-02-21 Grizzlies Magic Away 22 61 7 7 14 26 29 24 92 33 29 W W
2025-02-21 Thunder Jazz Away 38 51 10 10 12 20 29 39 97 43 20 W W
2025-02-21 Bucks Wizards Away 24 44 6 11 16 24 19 31 82 32 26 W W
2025-02-21 Knicks Cavaliers Away 25 32 3 8 16 12 29 21 89 28 18 L L
2025-02-21 Kings Warriors Home 26 39 3 8 21 16 28 25 79 32 18 L L
2025-02-21 Wizards Bucks Home 25 42 4 9 14 21 32 24 87 39 27 W L
2025-02-21 Magic Grizzlies Home 23 62 9 7 12 21 22 31 88 31 33 W L
2025-02-20 Nets Cavaliers Home 25 45 10 7 15 23 19 31 95 38 19 L L
2025-02-20 Celtics 76ers Away 33 49 6 3 10 16 36 36 89 54 15 W W
2025-02-20 Knicks Bulls Home 28 54 7 10 11 12 19 31 107 46 10 W W
2025-02-20 Suns Spurs Away 28 39 4 6 18 21 21 33 81 44 20 L L
2025-02-20 Grizzlies Pacers Away 28 46 7 6 13 19 33 26 99 39 22 L L
2025-02-20 Hornets Nuggets Away 28 45 2 10 10 21 30 28 99 37 17 L L