🏀 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
2025-12-23 Timberwolves Knicks Home 25 42 9 12 11 15 31 27 93 46 23 W W
2025-12-23 Magic Trail Blazers Away 26 38 5 10 14 21 25 38 85 33 23 W W
2025-12-23 Bulls Hawks Away 35 48 5 4 16 18 30 25 91 39 28 W W
2025-12-23 Nuggets Mavericks Away 39 34 1 8 15 16 27 29 87 41 10 L L
2025-12-23 Spurs Thunder Home 34 34 3 10 9 13 31 27 84 36 24 W W
2025-12-23 Grizzlies Jazz Away 41 41 8 10 15 23 37 32 88 45 29 W W
2025-12-23 Pelicans Cavaliers Away 26 43 2 10 16 16 22 38 94 26 25 L L
2025-12-23 Suns Lakers Home 35 38 6 10 13 24 29 38 85 34 20 W W
2025-12-23 Knicks Timberwolves Away 20 55 2 8 19 21 28 24 99 30 15 L L
2025-12-23 Hornets Wizards Home 35 51 6 3 4 16 24 38 93 50 27 W W
2025-12-23 Bucks Pacers Away 20 48 7 6 15 26 26 33 82 30 24 W W
2025-12-23 Pacers Bucks Home 20 40 3 7 12 21 20 24 81 31 33 L L
2025-12-23 Jazz Grizzlies Home 29 40 2 9 13 21 31 36 90 45 36 W L
2025-12-23 Cavaliers Pelicans Home 40 49 6 8 13 21 32 37 105 49 11 W W
2025-12-23 76ers Nets Home 15 43 5 12 16 26 27 30 81 27 38 W L
2025-12-23 Hawks Bulls Home 38 38 4 9 11 24 36 32 95 42 20 W L
2025-12-23 Heat Raptors Home 18 40 1 12 17 18 16 28 82 30 20 L L
2025-12-23 Lakers Suns Away 22 38 4 7 17 22 26 31 81 32 29 L L
2025-12-23 Mavericks Nuggets Home 34 36 2 9 10 12 41 25 93 27 15 W W
2025-12-23 Rockets Clippers Away 25 42 6 5 13 20 35 23 86 30 18 L L