🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 06:30:42 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
2018-01-24 Mavericks Rockets Home 24 49 2 5 14 21 28 17 82 35 18 W L
2018-01-24 Grizzlies Spurs Home 19 41 4 7 18 25 21 19 83 18 14 L L
2018-01-24 Hawks Raptors Home 19 47 9 8 17 21 16 24 94 21 17 L L
2018-01-24 Hornets Pelicans Home 16 49 6 5 14 23 21 32 85 21 31 L L
2018-01-24 Pistons Jazz Home 23 57 7 10 20 16 24 25 97 31 18 W L
2018-01-24 Pacers Suns Home 32 39 3 11 12 24 32 31 80 24 25 W W
2018-01-24 76ers Bulls Home 31 48 7 6 15 20 25 30 81 32 20 W W
2018-01-23 Warriors Knicks Home 40 36 3 6 12 16 21 37 83 30 20 W W
2018-01-23 Lakers Celtics Home 18 51 2 6 10 16 15 30 91 26 36 L W
2018-01-23 Thunder Nets Home 12 50 4 7 4 18 30 17 94 25 32 L W
2018-01-23 Spurs Cavaliers Home 23 45 4 11 10 19 25 38 94 28 16 W W
2018-01-23 Magic Kings Home 23 40 4 9 17 17 27 26 83 31 19 L L
2018-01-22 Clippers Timberwolves Home 31 40 1 4 17 27 26 31 84 27 22 L L
2018-01-22 Nuggets Trail Blazers Home 23 49 8 7 15 20 20 25 83 30 33 W W
2018-01-22 Mavericks Wizards Home 20 52 9 9 11 21 22 31 87 31 17 W W
2018-01-22 Rockets Heat Home 20 38 3 10 14 15 25 21 81 37 18 L W
2018-01-22 Grizzlies 76ers Home 14 32 2 14 12 26 19 30 78 26 35 L W
2018-01-22 Bucks Suns Home 20 32 5 14 18 22 30 23 71 17 37 W W
2018-01-22 Pelicans Bulls Home 32 55 3 14 13 28 25 29 113 44 26 W W
2018-01-22 Hawks Jazz Home 24 44 5 8 18 24 19 23 83 26 12 L W