🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 14:33:45 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
2017-04-12 Clippers Kings Home 29 43 6 4 6 15 30 23 83 28 25 W W
2017-04-12 Warriors Lakers Home 26 54 8 14 21 17 43 21 90 36 22 W W
2017-04-12 Trail Blazers Pelicans Home 22 53 2 4 25 18 30 23 85 30 13 L L
2017-04-12 Jazz Spurs Home 24 36 5 10 17 16 32 21 77 26 20 W W
2017-04-12 Magic Pistons Home 27 51 6 7 11 22 38 21 87 25 17 W W
2017-04-12 Cavaliers Raptors Home 20 42 7 5 15 14 21 13 76 37 24 L L
2017-04-12 Celtics Bucks Home 31 45 3 12 8 17 25 32 90 36 26 W W
2017-04-12 Knicks 76ers Home 17 43 7 5 19 18 25 31 83 22 32 L W
2017-04-12 Heat Wizards Home 19 51 4 2 18 13 23 33 88 24 12 L W
2017-04-12 Bulls Nets Home 28 62 4 15 13 18 27 23 95 30 21 W W
2017-04-12 Grizzlies Mavericks Home 18 48 5 4 15 23 27 28 84 25 22 L L
2017-04-12 Rockets Timberwolves Home 37 47 7 11 10 14 33 27 97 56 22 W W
2017-04-12 Thunder Nuggets Home 20 51 8 10 12 24 26 38 101 25 17 W L
2017-04-12 Pacers Hawks Home 21 41 7 5 10 14 22 28 82 24 19 W W
2017-04-11 Lakers Pelicans Home 24 47 3 15 13 18 26 31 88 22 23 W W
2017-04-11 Kings Suns Home 28 55 2 7 13 23 28 30 83 19 43 W W
2017-04-11 Mavericks Nuggets Home 24 42 4 8 13 11 26 18 88 40 11 L L
2017-04-11 Timberwolves Thunder Home 24 35 3 12 11 17 16 27 86 20 25 L L
2017-04-11 Hawks Hornets Home 30 50 4 6 17 17 38 25 79 27 18 W W
2017-04-10 Clippers Rockets Home 29 49 0 9 10 16 35 26 91 26 28 W W