🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-05 23:47:25 UTC  ·  69,536 total games

📂 View Dataset
📊 Model Performance
74.7%
Test Accuracy
62,582
Training Games
6,954
Testing Games
69,536
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
2017-11-03 Magic Bulls Home 23 38 2 6 16 11 26 19 86 35 5 L L
2017-11-03 76ers Pacers Home 34 50 9 7 20 20 30 26 92 36 14 W W
2017-11-03 Wizards Cavaliers Home 25 37 2 5 16 24 36 30 84 28 31 L L
2017-11-02 Trail Blazers Lakers Home 22 41 4 7 12 21 41 25 86 22 27 W W
2017-11-02 Spurs Warriors Home 19 46 8 6 19 10 33 22 87 24 23 L L
2017-11-01 Clippers Mavericks Home 27 49 5 9 16 20 32 34 78 28 29 W W
2017-11-01 Nuggets Raptors Home 35 43 4 9 12 20 34 26 88 32 29 W W
2017-11-01 Jazz Trail Blazers Home 16 55 8 9 14 21 22 17 90 29 36 W W
2017-11-01 Knicks Rockets Home 23 42 1 8 19 18 27 21 90 26 13 L L
2017-11-01 Grizzlies Magic Home 21 31 3 12 15 16 26 28 82 30 16 L L
2017-11-01 Pelicans Timberwolves Home 27 38 4 13 19 24 28 26 84 31 21 W L
2017-11-01 Celtics Kings Home 30 52 3 10 18 19 27 31 82 41 19 W W
2017-11-01 Heat Bulls Home 21 48 0 8 11 19 27 22 83 31 19 W W
2017-11-01 Hornets Bucks Home 21 41 3 5 11 18 25 35 84 25 29 W W
2017-11-01 Cavaliers Pacers Home 25 41 3 6 16 19 28 33 86 31 20 L L
2017-11-01 76ers Hawks Home 36 53 4 10 16 26 34 25 99 35 25 W W
2017-11-01 Wizards Suns Home 20 45 4 5 12 28 32 32 92 30 30 L L
2017-10-31 Lakers Pistons Home 30 53 5 9 14 14 25 33 91 26 14 W W
2017-10-31 Bucks Thunder Home 24 31 4 8 15 22 23 19 77 31 22 L L
2017-10-31 Nets Suns Home 15 44 4 9 7 22 24 29 102 31 30 L L