🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-07 11:00:51 UTC  ·  69,538 total games

📂 View Dataset
📊 Model Performance
75.3%
Test Accuracy
62,584
Training Games
6,954
Testing Games
69,538
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
2016-11-04 Raptors Heat Home 14 50 5 7 16 16 25 27 84 25 18 W W
2016-11-04 Nets Hornets Home 20 46 4 12 16 22 23 27 87 36 21 W L
2016-11-04 Wizards Hawks Home 13 46 3 7 19 23 19 29 80 20 35 L W
2016-11-03 Warriors Thunder Home 27 46 14 9 16 18 31 37 89 30 20 W W
2016-11-03 Bucks Pacers Home 32 41 6 10 21 23 29 34 82 27 24 W W
2016-11-03 Timberwolves Nuggets Home 20 43 4 8 16 22 37 24 88 22 25 L L
2016-11-03 Cavaliers Celtics Home 24 42 6 6 8 19 36 32 84 34 37 W W
2016-11-03 Magic Kings Home 24 44 4 5 14 14 23 33 84 30 23 W W
2016-11-02 Clippers Thunder Home 22 41 5 13 19 19 24 17 87 22 18 L L
2016-11-02 Suns Trail Blazers Home 15 59 5 10 12 20 28 29 103 16 30 W W
2016-11-02 Jazz Mavericks Home 18 41 3 6 12 21 15 26 77 25 26 L W
2016-11-02 Grizzlies Pelicans Home 20 52 5 12 20 22 21 20 94 27 20 L W
2016-11-02 Celtics Bulls Home 28 39 4 10 12 24 36 19 87 32 17 W W
2016-11-02 Nets Pistons Home 27 45 3 10 19 23 38 33 76 27 17 W W
2016-11-02 Knicks Rockets Home 18 34 6 10 16 22 25 26 85 20 25 L L
2016-11-02 Hawks Lakers Home 30 37 1 10 18 19 37 23 85 32 29 W L
2016-11-02 Wizards Raptors Home 21 36 5 8 21 20 29 27 72 10 24 L L
2016-11-02 Hornets 76ers Home 25 44 3 8 15 17 26 20 79 34 26 W W
2016-11-01 Trail Blazers Warriors Home 23 32 4 12 18 17 25 28 86 39 21 L L
2016-11-01 Spurs Jazz Home 19 34 5 6 10 15 28 22 76 20 21 L L