🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-05 17:58:01 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
2017-11-14 Nets Celtics Home 26 43 3 4 15 24 21 31 88 35 16 L L
2017-11-13 Warriors Magic Home 35 50 5 4 16 21 27 29 88 23 16 W W
2017-11-13 Clippers 76ers Home 16 34 4 8 15 26 28 25 82 32 32 L L
2017-11-13 Trail Blazers Nuggets Home 22 43 5 12 22 18 25 29 73 21 18 W W
2017-11-13 Suns Lakers Home 15 54 4 6 17 17 20 24 95 26 20 L L
2017-11-13 Jazz Timberwolves Home 23 31 4 8 15 23 14 28 84 40 11 L L
2017-11-13 Bucks Grizzlies Home 23 36 5 6 11 19 34 26 82 22 25 W W
2017-11-13 Pelicans Hawks Home 31 38 5 10 19 13 23 22 75 33 17 W W
2017-11-13 Knicks Cavaliers Home 19 49 3 13 17 21 22 29 88 25 22 W L
2017-11-13 Wizards Kings Home 30 50 1 7 11 21 25 32 86 34 12 W W
2017-11-12 Thunder Mavericks Home 21 37 4 10 17 23 18 26 72 32 33 L W
2017-11-12 Pacers Rockets Home 18 41 7 5 13 15 18 33 83 22 21 L L
2017-11-12 Pistons Heat Home 24 54 5 2 13 17 31 24 87 28 20 W W
2017-11-12 Celtics Raptors Home 24 46 2 9 15 18 24 20 87 26 19 L W
2017-11-11 Nuggets Magic Home 29 50 4 9 13 16 39 31 87 29 27 W W
2017-11-11 Suns Timberwolves Home 21 46 10 4 18 25 19 37 86 26 24 L W
2017-11-11 Jazz Nets Home 19 44 3 12 16 29 25 36 85 29 25 W W
2017-11-11 Mavericks Cavaliers Home 21 42 3 7 11 26 23 29 92 34 21 L L
2017-11-11 Bucks Lakers Home 16 42 4 11 16 27 24 27 85 23 26 L W
2017-11-11 Spurs Bulls Home 33 44 6 5 14 16 37 26 85 27 16 W W