🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 17:50:59 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
2017-12-29 Kings Suns Home 23 37 2 6 9 23 25 21 80 23 23 L L
2017-12-29 Heat Nets Home 12 43 3 9 11 18 20 19 89 26 31 L L
2017-12-29 Bulls Pacers Home 31 40 4 6 15 20 37 27 85 39 15 W W
2017-12-29 Pelicans Mavericks Home 28 31 6 8 8 19 21 39 85 31 32 W L
2017-12-29 Thunder Bucks Home 16 45 5 5 13 19 18 26 83 25 20 L L
2017-12-29 Raptors Hawks Home 22 51 15 9 12 22 30 32 105 37 8 W W
2017-12-29 Wizards Rockets Home 23 45 5 12 18 15 27 32 88 36 12 W W
2017-12-28 Trail Blazers 76ers Home 15 47 3 7 15 18 27 25 75 24 47 W W
2017-12-28 Spurs Knicks Home 28 43 4 2 9 18 32 22 80 20 39 W W
2017-12-28 Celtics Rockets Home 18 44 8 9 17 22 12 26 82 29 24 L W
2017-12-28 Bucks Timberwolves Home 23 36 0 10 18 18 16 30 75 15 16 L W
2017-12-28 Magic Pistons Home 22 48 3 10 19 17 33 17 82 26 17 W W
2017-12-27 Warriors Jazz Home 37 50 7 8 16 18 23 25 86 23 17 W W
2017-12-27 Lakers Grizzlies Home 14 49 4 5 12 26 18 29 93 28 33 L L
2017-12-27 Kings Cavaliers Home 25 40 6 8 11 19 28 34 79 30 18 W W
2017-12-27 Bulls Knicks Home 23 50 3 9 15 15 17 32 86 28 16 W W
2017-12-27 Timberwolves Nuggets Home 27 42 7 4 6 26 35 36 90 29 30 W W
2017-12-27 Pelicans Nets Home 40 43 9 8 11 15 31 38 90 33 19 W W
2017-12-27 Thunder Raptors Home 25 52 7 9 12 26 32 34 87 25 33 W W
2017-12-27 Hawks Wizards Home 28 53 7 7 12 21 29 26 94 37 29 W W