🏀 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
2025-12-03 Clippers Hawks Away 29 54 1 12 12 18 27 28 89 32 20 W W
2025-12-03 Knicks Hornets Home 28 44 6 9 9 19 27 26 88 38 27 W W
2025-12-03 Magic Spurs Home 27 48 3 11 10 19 29 20 99 27 19 W L
2025-12-03 Hawks Clippers Home 20 38 1 9 16 17 21 20 85 39 14 L L
2025-12-03 Mavericks Heat Home 31 50 7 6 13 15 28 36 91 32 12 W W
2025-12-03 Bucks Pistons Home 28 40 6 6 15 20 21 28 82 44 21 L W
2025-12-03 Pacers Nuggets Home 24 38 5 6 12 24 28 20 81 28 29 L L
2025-12-03 Bulls Nets Home 20 42 1 14 16 15 24 20 90 30 25 L L
2025-12-03 Nets Bulls Away 30 42 8 12 20 19 29 25 78 46 22 W W
2025-12-03 Heat Mavericks Away 29 41 5 11 10 13 33 21 101 37 18 L L
2025-12-03 Cavaliers Trail Blazers Home 23 45 11 9 7 24 33 25 94 52 24 W L
2025-12-03 Trail Blazers Cavaliers Away 27 54 4 4 11 21 36 32 85 34 39 W W
2025-12-03 Kings Rockets Away 21 32 7 10 12 17 26 26 97 34 10 L L
2025-12-03 Spurs Magic Away 20 52 5 5 19 20 31 27 91 38 24 L W
2025-12-03 Rockets Kings Home 24 62 8 10 16 10 28 23 91 16 24 W W
2025-12-03 Nuggets Pacers Away 23 38 5 6 10 21 33 39 83 28 26 W W
2025-12-03 Pistons Bucks Away 25 44 5 8 14 18 30 22 95 43 24 L L
2025-12-03 Hornets Knicks Away 19 44 7 4 13 18 12 35 90 42 21 L L
2025-12-02 Timberwolves Pelicans Away 29 41 4 7 9 25 31 27 104 51 29 L W
2025-12-02 Raptors Trail Blazers Home 33 43 3 10 18 28 37 28 90 30 21 W W