🏀 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
2023-11-30 Bucks Bulls Away 28 43 6 12 21 21 24 31 98 48 13 L L
2023-11-30 Bulls Bucks Home 32 51 4 14 21 18 26 23 98 37 22 W W
2023-11-30 Heat Pacers Home 25 48 1 4 14 28 33 31 86 21 45 W W
2023-11-30 Trail Blazers Cavaliers Away 29 40 4 10 23 17 22 18 77 35 11 L W
2023-11-30 Nets Hornets Home 21 52 4 6 9 11 37 34 105 36 15 W L
2023-11-30 Hornets Nets Away 30 41 7 6 9 16 31 42 91 36 16 W W
2023-11-30 Cavaliers Trail Blazers Home 25 35 2 12 19 15 25 21 89 32 12 L L
2023-11-30 Warriors Clippers Home 30 47 4 3 9 18 31 30 82 39 31 W W
2023-11-30 Thunder Lakers Home 29 48 6 9 9 24 30 42 94 42 22 W W
2023-11-30 Lakers Thunder Away 24 41 2 6 14 20 37 23 81 33 32 L L
2023-11-30 Jazz Timberwolves Away 22 51 4 6 21 19 23 24 87 34 14 L L
2023-11-30 Timberwolves Jazz Home 29 42 7 13 12 16 20 29 89 35 13 W W
2023-11-30 Pacers Heat Away 30 34 5 11 10 31 38 35 98 43 32 L L
2023-11-30 Pistons Knicks Away 22 42 3 4 20 25 17 37 81 35 17 L L
2023-11-30 Clippers Warriors Away 26 43 1 5 6 21 24 26 95 32 24 L L
2023-11-30 Spurs Hawks Home 34 47 7 4 21 22 35 31 89 41 23 W L
2023-11-30 Knicks Pistons Home 25 41 3 8 11 17 31 23 88 41 28 W W
2023-11-30 Hawks Spurs Away 24 37 2 14 10 25 26 36 96 33 29 L W
2023-11-29 Pelicans 76ers Home 33 40 4 11 21 22 39 29 78 30 34 W W
2023-11-29 Kings Clippers Home 22 47 1 1 14 20 27 23 86 41 28 L L