🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 04:03:49 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
2017-10-25 Mavericks Grizzlies Home 20 35 4 6 11 20 32 25 74 26 29 W W
2017-10-25 Heat Spurs Home 19 32 2 6 9 25 30 21 80 26 18 L L
2017-10-25 Thunder Pacers Home 26 49 8 8 21 27 30 24 89 27 26 W W
2017-10-25 Nets Cavaliers Home 22 38 3 11 13 22 26 29 93 46 21 L W
2017-10-25 Hornets Nuggets Home 17 50 5 5 14 16 27 35 81 31 26 W W
2017-10-25 Pistons Timberwolves Home 32 47 3 7 14 22 23 40 92 34 17 W W
2017-10-25 76ers Rockets Home 29 43 7 14 16 19 33 21 97 36 10 W L
2017-10-24 Clippers Jazz Home 21 44 4 12 13 16 27 15 83 29 21 W W
2017-10-24 Trail Blazers Pelicans Home 17 63 7 7 18 22 29 18 88 29 33 W W
2017-10-24 Timberwolves Pacers Home 27 27 4 9 14 14 20 41 86 24 22 L L
2017-10-24 Celtics Knicks Home 26 41 7 11 14 24 30 24 75 29 27 W W
2017-10-24 Cavaliers Bulls Home 28 39 3 5 9 14 28 37 83 38 22 W W
2017-10-24 Magic Nets Home 20 44 5 8 11 23 30 31 83 23 40 W W
2017-10-23 Suns Kings Home 20 45 5 6 20 25 36 23 77 30 27 W W
2017-10-23 Nuggets Wizards Home 27 44 2 5 23 22 29 26 80 23 23 L L
2017-10-23 Mavericks Warriors Home 21 42 0 11 12 20 24 38 96 29 30 L L
2017-10-23 Spurs Raptors Home 19 55 12 4 20 22 21 29 90 20 23 L W
2017-10-23 Rockets Grizzlies Home 25 39 2 5 17 31 26 31 77 38 23 L L
2017-10-23 Bucks Hornets Home 24 42 4 8 13 27 18 35 85 26 16 W W
2017-10-23 Heat Hawks Home 21 41 6 12 19 19 26 36 85 37 18 W W