🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 14:05:02 UTC  ·  69,522 total games

📂 View Dataset
📊 Model Performance
75.2%
Test Accuracy
62,569
Training Games
6,953
Testing Games
69,522
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
2018-01-07 Mavericks Knicks Home 22 40 3 7 7 20 25 27 92 24 24 L L
2018-01-07 Heat Jazz Home 21 37 6 6 8 16 27 22 83 29 20 L W
2018-01-06 Kings Nuggets Home 21 39 4 16 9 22 29 17 94 25 17 W W
2018-01-06 Timberwolves Pelicans Home 26 47 5 10 10 20 36 33 90 18 21 W W
2018-01-06 Wizards Bucks Home 25 34 6 6 14 22 32 21 78 21 29 L L
2018-01-06 Pistons Rockets Home 21 35 4 8 13 15 31 26 75 25 27 W W
2018-01-06 Pacers Bulls Home 24 49 4 9 13 19 31 33 86 31 18 W W
2018-01-06 Magic Cavaliers Home 29 46 2 5 20 28 30 34 98 37 22 L L
2018-01-06 Nets Celtics Home 11 55 11 2 18 14 22 19 91 31 22 L L
2018-01-06 Clippers Warriors Home 19 45 7 10 18 25 28 27 91 11 30 L L
2018-01-05 Lakers Hornets Home 24 46 3 7 16 19 24 24 94 36 12 L L
2018-01-05 Trail Blazers Hawks Home 30 44 5 11 18 20 30 22 80 30 14 W W
2018-01-05 Grizzlies Wizards Home 20 46 9 6 16 25 24 26 86 30 26 L L
2018-01-05 Nuggets Jazz Home 24 37 1 9 10 11 23 23 86 35 15 L W
2018-01-05 Mavericks Bulls Home 33 34 2 11 13 24 28 25 92 32 17 L L
2018-01-05 Spurs Suns Home 21 44 6 15 17 16 26 23 87 30 18 W W
2018-01-05 Heat Knicks Home 24 44 5 10 15 19 26 25 94 42 20 L W
2018-01-05 Bucks Raptors Home 26 28 4 4 11 23 24 35 77 17 29 L L
2018-01-05 76ers Pistons Home 29 55 4 5 14 17 32 30 90 30 13 W W
2018-01-05 Celtics Timberwolves Home 24 56 4 6 11 22 19 22 94 36 13 W W