🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-05 20:38:04 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
2017-11-08 Celtics Lakers Home 20 48 6 8 14 20 33 28 98 29 31 L W
2017-11-08 Pistons Pacers Home 25 50 5 3 18 22 22 37 83 27 25 W W
2017-11-08 Magic Knicks Home 31 29 7 16 13 15 27 27 80 28 22 W W
2017-11-07 Trail Blazers Grizzlies Home 11 42 1 9 16 18 21 29 81 19 20 L L
2017-11-07 Kings Thunder Home 21 47 5 6 23 24 10 32 79 24 12 L W
2017-11-07 Nuggets Nets Home 26 47 9 16 19 21 28 29 93 34 20 W W
2017-11-07 Jazz 76ers Home 15 45 6 14 12 23 21 23 99 39 35 L L
2017-11-07 Spurs Clippers Home 33 39 3 13 13 21 32 20 84 28 19 W W
2017-11-07 Knicks Hornets Home 29 35 5 5 16 19 32 26 75 25 21 W W
2017-11-07 Raptors Bulls Home 22 37 0 5 16 22 29 36 81 25 24 L W
2017-11-07 Cavaliers Bucks Home 18 39 4 7 13 16 39 26 82 18 38 W W
2017-11-07 Pacers Pelicans Home 19 41 4 4 11 21 37 38 93 24 18 L L
2017-11-07 Wizards Mavericks Home 21 39 5 5 15 19 34 19 75 25 32 L L
2017-11-06 Warriors Heat Home 20 51 10 12 15 21 22 28 87 32 24 W W
2017-11-06 Suns Nets Home 13 52 7 8 17 29 19 22 86 25 35 L L
2017-11-06 Hawks Celtics Home 24 36 4 8 14 22 25 29 81 26 20 L L
2017-11-05 Lakers Grizzlies Home 25 46 4 5 19 16 27 35 85 27 23 W W
2017-11-05 Trail Blazers Thunder Home 20 44 7 6 23 20 28 22 74 20 28 L W
2017-11-05 Timberwolves Hornets Home 20 54 4 4 16 19 28 40 83 24 30 W W
2017-11-05 Knicks Pacers Home 24 46 7 8 12 21 25 24 88 23 19 W W