🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 13:45:30 UTC  ·  138,972 total games

📂 View Dataset
📊 Model Performance
74.9%
Test Accuracy
125,074
Training Games
13,898
Testing Games
138,972
Total Games
🔧 Feature Columns
teamId home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away A = Assists 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
2023-04-01 Clippers Pelicans Away 25 37 4 5 13 29 31 25 85 29 23 L L
2023-04-01 Pelicans Clippers Home 21 40 5 6 7 15 21 34 86 17 35 W W
2023-04-01 Mavericks Heat Away 32 31 2 3 14 23 31 33 77 34 16 L L
2023-04-01 Heat Mavericks Home 27 36 0 6 11 16 44 32 86 37 29 W W
2023-03-31 Nuggets Suns Away 19 51 5 11 11 16 20 20 95 26 20 L L
2023-03-31 Suns Nuggets Home 28 51 7 8 16 16 32 28 88 27 21 W W
2023-03-31 Spurs Warriors Away 27 46 4 8 15 20 26 25 91 38 23 L L
2023-03-31 Warriors Spurs Home 37 45 4 5 15 18 23 31 93 49 21 W W
2023-03-31 Trail Blazers Kings Home 29 33 6 9 20 15 27 32 85 38 23 L L
2023-03-31 Kings Trail Blazers Away 38 41 7 11 13 21 36 35 88 39 15 W W
2023-03-31 Rockets Pistons Home 18 46 5 9 12 24 31 27 83 31 45 W W
2023-03-31 Pistons Rockets Away 24 40 7 7 12 28 28 33 89 35 27 L L
2023-03-31 Clippers Grizzlies Away 26 50 8 5 18 14 34 17 90 35 18 L L
2023-03-31 Grizzlies Clippers Home 25 51 7 11 15 16 21 34 96 33 17 W W
2023-03-31 Lakers Timberwolves Away 28 53 5 10 16 17 27 28 90 22 30 W W
2023-03-31 Timberwolves Lakers Home 25 39 4 10 16 22 29 36 95 39 19 L L
2023-03-31 Celtics Jazz Home 27 42 4 8 12 14 27 30 96 51 22 L W
2023-03-31 Jazz Celtics Away 23 52 7 3 18 17 29 22 96 29 14 L L
2023-03-31 Nets Hawks Home 33 41 3 9 13 17 25 34 88 33 13 W W
2023-03-31 Hawks Nets Away 23 46 3 6 11 14 33 22 91 37 23 L L