🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-07 08:00:45 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
2016-12-19 Pacers Wizards Home 18 41 5 6 15 20 29 28 87 21 21 L W
2016-12-18 Spurs Pelicans Home 31 49 6 6 14 15 30 31 86 22 22 W W
2016-12-18 Grizzlies Jazz Home 12 48 1 8 11 28 18 17 93 23 18 L L
2016-12-18 76ers Nets Home 23 47 5 5 17 18 30 24 88 28 23 L W
2016-12-18 Magic Raptors Home 13 42 3 5 20 17 30 21 83 21 9 L L
2016-12-18 Heat Celtics Home 23 41 5 7 23 20 19 22 69 24 25 L L
2016-12-18 Mavericks Kings Home 20 44 6 10 11 13 28 27 77 33 22 W W
2016-12-18 Wizards Clippers Home 24 33 4 10 15 24 28 24 81 19 30 L W
2016-12-17 Warriors Trail Blazers Home 36 56 5 7 15 16 39 31 87 28 26 W W
2016-12-17 Nuggets Knicks Home 26 41 7 6 10 27 33 29 90 27 29 W W
2016-12-17 Timberwolves Rockets Home 29 55 6 9 22 21 24 33 92 21 27 W L
2016-12-17 Hawks Hornets Home 26 47 2 4 12 18 22 20 86 26 16 L L
2016-12-17 Cavaliers Lakers Home 30 44 3 8 8 12 26 36 89 33 18 W W
2016-12-17 Pistons Pacers Home 22 40 1 6 9 18 26 18 84 30 22 L L
2016-12-17 Thunder Suns Home 28 42 4 12 14 21 30 24 81 16 34 W W
2016-12-16 Jazz Mavericks Home 18 41 3 4 16 23 33 31 65 22 27 W W
2016-12-16 Bulls Bucks Home 17 50 2 7 12 14 15 22 92 21 15 L L
2016-12-16 Grizzlies Kings Home 19 47 8 7 13 31 19 23 77 25 36 W L
2016-12-16 Rockets Pelicans Home 27 57 4 7 14 18 35 37 94 61 19 W W
2016-12-16 76ers Lakers Home 22 48 4 7 17 17 18 22 88 31 24 L L