🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 07:06:59 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
2017-10-20 Hornets Hawks Home 17 57 4 5 21 18 18 31 86 36 30 L W
2017-10-20 Pacers Trail Blazers Home 15 39 4 1 12 17 25 27 78 18 33 L L
2017-10-20 76ers Celtics Home 20 47 4 7 17 30 21 29 92 32 16 L L
2017-10-20 Wizards Pistons Home 25 37 7 12 17 18 29 29 75 17 35 W W
2017-10-20 Bucks Cavaliers Home 23 30 2 9 15 17 25 24 82 35 12 L L
2017-10-19 Lakers Clippers Home 21 52 7 8 20 15 19 23 91 16 23 L L
2017-10-19 Thunder Knicks Home 26 41 7 14 20 22 27 26 90 38 22 W W
2017-10-19 Raptors Bulls Home 26 49 4 10 17 19 25 33 83 29 28 W W
2017-10-18 Suns Trail Blazers Home 10 33 8 9 16 22 21 14 89 27 18 L L
2017-10-18 Kings Rockets Home 19 42 4 5 18 20 25 23 88 23 10 L L
2017-10-18 Spurs Timberwolves Home 22 50 11 8 11 18 32 21 89 21 19 W W
2017-10-18 Jazz Nuggets Home 28 36 5 9 15 18 21 28 81 24 16 W W
2017-10-18 Mavericks Hawks Home 27 41 4 5 16 19 24 23 86 45 21 L L
2017-10-18 Grizzlies Pelicans Home 19 45 8 9 12 29 27 27 92 29 28 L W
2017-10-18 Celtics Bucks Home 23 43 2 12 15 27 26 27 91 28 21 L L
2017-10-18 Pistons Hornets Home 24 47 3 14 9 21 29 27 96 26 12 W W
2017-10-18 Pacers Nets Home 29 47 9 12 14 25 29 36 102 34 32 W W
2017-10-18 Magic Heat Home 22 50 9 8 15 18 32 26 90 21 29 W W
2017-10-18 Wizards 76ers Home 21 52 10 8 10 20 32 24 97 22 38 W W
2017-10-17 Warriors Rockets Home 34 41 9 5 17 25 35 36 80 30 21 W L