🏀 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
2025-12-15 Pistons Celtics Away 21 39 3 9 10 20 25 28 89 36 25 L W
2025-12-15 Celtics Pistons Home 16 37 5 7 12 20 33 24 82 39 27 L L
2025-12-14 Pacers Wizards Home 20 41 7 2 8 18 32 15 84 39 21 L L
2025-12-14 Warriors Trail Blazers Away 34 36 5 14 18 24 31 31 87 47 23 W L
2025-12-14 Lakers Suns Away 20 54 8 13 21 23 31 31 88 37 43 W W
2025-12-14 76ers Hawks Away 25 54 10 10 11 15 29 26 101 41 29 W L
2025-12-14 Bulls Pelicans Home 26 43 4 10 13 24 26 21 92 49 17 L L
2025-12-14 Pelicans Bulls Away 21 53 5 7 14 17 21 31 93 33 25 L W
2025-12-14 Hawks 76ers Home 33 57 6 8 16 23 39 20 99 33 21 W W
2025-12-14 Wizards Pacers Away 19 56 3 5 11 21 31 27 89 28 26 W W
2025-12-14 Cavaliers Hornets Home 27 46 3 10 14 24 29 18 95 38 29 L L
2025-12-14 Trail Blazers Warriors Home 30 43 4 11 17 21 34 27 89 39 29 W W
2025-12-14 Suns Lakers Home 29 37 5 11 19 28 36 26 82 37 25 W L
2025-12-14 Kings Timberwolves Away 21 36 9 5 15 21 27 25 81 23 25 L L
2025-12-14 Timberwolves Kings Home 25 48 5 12 11 26 20 31 94 37 27 W W
2025-12-14 Hornets Cavaliers Away 28 53 7 9 16 26 33 24 98 44 21 W W
2025-12-14 Bucks Nets Away 20 37 1 8 20 18 25 23 79 35 16 L L
2025-12-14 Nets Bucks Home 33 43 4 14 13 15 37 28 85 43 19 W W
2025-12-13 Magic Knicks Home 28 41 3 9 14 24 36 28 97 42 25 L L
2025-12-13 Knicks Magic Away 28 41 7 9 12 23 33 38 84 20 31 W W