🏀 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
2025-02-04 Bulls Heat Home 35 43 3 4 10 18 32 28 91 41 22 W W
2025-02-04 Mavericks 76ers Away 24 44 4 8 12 19 31 34 85 33 31 W L
2025-02-04 Trail Blazers Pacers Home 23 51 4 8 18 17 27 18 92 37 17 L W
2025-02-04 Raptors Knicks Home 27 34 4 7 14 22 34 17 82 29 19 L L
2025-02-04 Cavaliers Celtics Home 18 51 1 6 13 23 15 29 91 39 26 L L
2025-02-04 Knicks Raptors Away 26 43 4 10 11 15 30 38 94 25 23 W W
2025-02-04 Heat Bulls Away 29 44 3 4 13 17 37 33 90 44 26 W L
2025-02-04 Rockets Nets Away 23 45 6 6 16 18 23 23 83 32 27 L L
2025-02-04 Clippers Lakers Home 30 36 5 9 9 17 29 21 89 41 19 W L
2025-02-04 76ers Mavericks Home 37 34 4 5 12 21 36 22 86 33 19 W W
2025-02-03 Pistons Hawks Home 31 41 2 7 14 25 35 29 83 27 38 W L
2025-02-03 Thunder Bucks Home 28 55 5 9 17 18 39 39 99 41 8 W W
2025-02-03 Wizards Hornets Away 29 54 5 6 10 21 31 46 99 51 23 W W
2025-02-03 Spurs Grizzlies Away 31 48 2 8 23 18 28 21 91 36 20 L L
2025-02-03 Trail Blazers Suns Home 30 48 2 6 12 21 31 18 89 40 30 W W
2025-02-03 Timberwolves Kings Home 28 36 8 5 8 16 34 25 94 40 16 L L
2025-02-03 Pelicans Nuggets Away 27 41 4 5 10 21 23 27 88 38 22 L L
2025-02-03 Pacers Jazz Away 32 37 10 13 9 20 24 33 91 42 20 W W
2025-02-03 Hornets Wizards Home 26 46 1 4 10 17 29 25 89 29 28 W L
2025-02-03 Suns Trail Blazers Away 28 43 5 12 14 21 31 24 85 42 28 W L