🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 21:00:22 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
2017-03-31 Grizzlies Mavericks Home 23 47 4 4 14 22 21 34 75 27 20 W W
2017-03-31 Pelicans Kings Home 28 45 12 16 12 13 32 26 95 33 19 W W
2017-03-31 Heat Knicks Home 17 41 4 5 14 17 29 26 83 33 25 L L
2017-03-31 Thunder Spurs Home 21 46 3 7 18 21 25 29 81 21 27 W L
2017-03-31 Cavaliers 76ers Home 30 49 4 8 9 16 32 38 95 29 16 W W
2017-03-31 Celtics Magic Home 27 45 5 6 11 18 31 26 84 33 34 W W
2017-03-31 Raptors Pacers Home 23 53 5 7 14 23 28 18 82 27 35 W W
2017-03-31 Hornets Nuggets Home 26 43 11 10 7 17 24 32 86 36 30 W W
2017-03-30 Trail Blazers Rockets Home 24 41 8 12 12 16 32 33 90 33 22 W W
2017-03-30 Suns Clippers Home 24 43 2 6 14 27 35 24 92 23 24 L L
2017-03-30 Bulls Cavaliers Home 26 51 3 11 14 15 22 19 90 25 18 W W
2017-03-30 Timberwolves Lakers Home 30 40 5 9 11 20 37 30 89 21 30 W W
2017-03-30 Pistons Nets Home 20 53 7 6 16 11 16 19 86 18 17 W W
2017-03-29 Clippers Wizards Home 27 41 4 6 10 22 39 35 83 30 37 W W
2017-03-29 Kings Jazz Home 14 32 1 7 13 17 14 29 75 15 18 L L
2017-03-29 Spurs Warriors Home 20 42 9 9 17 12 33 24 83 24 26 W L
2017-03-29 Grizzlies Pacers Home 22 43 3 8 8 19 38 34 88 32 18 W W
2017-03-29 Pelicans Mavericks Home 26 44 5 5 6 18 27 36 84 30 33 W W
2017-03-29 Celtics Bucks Home 24 42 3 8 16 18 24 25 88 37 23 L L
2017-03-29 Raptors Hornets Home 23 44 7 4 14 22 19 28 83 31 24 L L