🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-05 02:21:20 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
2017-12-13 Heat Trail Blazers Home 19 36 1 6 16 21 33 27 72 30 23 L L
2017-12-13 Pacers Thunder Home 18 42 7 11 14 21 27 19 89 31 6 L L
2017-12-13 Magic Clippers Home 24 45 6 6 12 13 24 16 88 27 21 L L
2017-12-13 Wizards Grizzlies Home 21 44 8 7 15 22 22 19 77 22 24 W W
2017-12-12 Kings Suns Home 21 45 3 9 9 18 21 28 89 22 22 W W
2017-12-12 Timberwolves 76ers Home 19 50 7 14 10 21 27 24 108 29 27 W L
2017-12-12 Mavericks Spurs Home 17 49 2 8 8 19 30 16 89 24 12 W W
2017-12-12 Nets Wizards Home 26 53 6 4 14 21 30 21 84 43 33 W W
2017-12-12 Cavaliers Hawks Home 35 37 2 5 13 18 31 31 86 38 10 W W
2017-12-12 Pistons Nuggets Home 17 40 2 7 21 16 18 22 79 25 22 L L
2017-12-12 Knicks Lakers Home 25 49 7 7 14 16 25 25 101 22 11 L W
2017-12-11 Warriors Trail Blazers Home 26 42 9 5 14 16 27 33 80 20 17 W W
2017-12-11 Clippers Raptors Home 18 57 7 6 12 20 19 32 92 36 24 W W
2017-12-11 Bulls Celtics Home 23 46 3 9 9 18 28 28 81 29 25 W W
2017-12-11 Rockets Pelicans Home 30 36 7 12 9 15 35 43 88 45 25 W W
2017-12-11 Grizzlies Heat Home 17 31 1 6 15 22 23 19 72 27 27 L L
2017-12-11 Thunder Hornets Home 16 39 2 4 14 19 26 26 85 26 25 L L
2017-12-10 Knicks Hawks Home 16 33 4 9 12 30 24 27 80 17 34 L W
2017-12-10 Timberwolves Mavericks Home 19 45 2 7 18 19 23 24 72 19 23 W W
2017-12-10 Pelicans 76ers Home 31 33 9 11 15 21 32 34 80 24 32 W W