🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 02:41:36 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
2017-10-28 Mavericks 76ers Home 22 33 2 7 18 15 23 33 74 40 19 L L
2017-10-28 Heat Celtics Home 17 40 9 6 19 23 26 19 79 31 16 L L
2017-10-28 Bulls Thunder Home 16 47 5 9 20 16 23 8 78 37 20 L L
2017-10-28 Grizzlies Rockets Home 26 42 6 10 9 20 30 24 85 33 12 W W
2017-10-28 Pelicans Cavaliers Home 33 47 4 10 11 20 35 30 95 33 16 W W
2017-10-27 Warriors Wizards Home 33 53 13 7 18 20 27 26 95 38 20 W W
2017-10-27 Lakers Raptors Home 20 49 6 7 21 22 26 25 79 23 24 W L
2017-10-27 Timberwolves Thunder Home 23 44 7 5 16 21 26 33 86 22 35 W W
2017-10-27 Hawks Nuggets Home 23 43 4 7 12 21 23 29 89 33 12 L L
2017-10-27 Knicks Nets Home 19 55 6 7 12 19 23 24 98 27 17 L W
2017-10-27 Hornets Rockets Home 16 44 5 6 9 14 30 16 88 29 28 L L
2017-10-27 Magic Spurs Home 22 45 7 9 18 24 32 29 84 23 14 W W
2017-10-26 Kings Pelicans Home 25 34 5 7 13 17 40 30 81 20 25 W L
2017-10-26 Trail Blazers Clippers Home 19 44 4 5 10 26 24 29 89 31 22 L L
2017-10-26 Bulls Hawks Home 20 62 4 5 16 15 18 19 86 32 29 W W
2017-10-26 Grizzlies Mavericks Home 18 46 6 7 18 23 28 26 73 34 30 W W
2017-10-26 Bucks Celtics Home 22 37 3 6 17 20 23 21 77 25 14 L L
2017-10-25 Warriors Raptors Home 32 37 7 10 17 15 29 32 77 26 22 W W
2017-10-25 Lakers Wizards Home 27 53 5 9 22 26 23 22 92 30 16 L W
2017-10-25 Suns Jazz Home 18 55 5 8 16 25 23 25 96 19 9 L W