🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 01:44:14 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
2018-02-04 Celtics Trail Blazers Home 24 51 6 3 11 16 19 19 85 36 17 W W
2018-02-04 Nets Bucks Home 25 36 1 5 9 19 22 19 90 29 14 L L
2018-02-04 Knicks Hawks Home 16 48 8 10 15 16 22 16 94 23 15 L L
2018-02-04 Raptors Grizzlies Home 21 44 7 13 12 20 25 31 89 35 15 W W
2018-02-03 Kings Mavericks Home 23 32 3 11 16 21 28 26 82 27 6 L L
2018-02-03 Timberwolves Pelicans Home 21 50 3 9 15 13 37 29 95 21 16 W W
2018-02-03 Spurs Jazz Home 25 36 5 9 12 27 24 25 91 26 18 L L
2018-02-03 Nuggets Warriors Home 28 48 0 7 16 17 29 26 91 29 29 W W
2018-02-03 Cavaliers Rockets Home 22 47 3 4 11 16 20 19 87 30 16 L L
2018-02-03 Pistons Heat Home 23 49 5 7 18 12 27 27 84 26 17 W W
2018-02-03 Pacers 76ers Home 25 42 8 15 14 19 33 29 79 27 25 W W
2018-02-03 Magic Wizards Home 17 35 4 12 20 15 25 22 77 32 22 L L
2018-02-03 Clippers Bulls Home 23 54 5 4 14 18 22 35 88 25 28 W W
2018-02-02 Kings Warriors Home 22 33 3 16 13 14 27 25 95 25 15 L L
2018-02-02 Thunder Pelicans Home 24 52 5 6 16 18 32 26 97 36 20 L L
2018-02-02 Suns Jazz Home 19 32 5 7 12 25 23 17 87 33 19 L L
2018-02-02 76ers Heat Home 28 39 4 9 10 23 24 27 85 24 15 W W
2018-02-02 Bucks Knicks Home 18 36 8 10 11 21 28 27 76 24 26 W W
2018-02-02 Celtics Hawks Home 26 42 3 8 11 23 26 27 89 24 20 W W
2018-02-02 Nets Lakers Home 20 38 8 7 12 18 26 31 82 29 23 W L