🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-05 00:54:59 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
2017-12-15 Nuggets Pelicans Home 30 48 4 12 15 17 20 26 100 36 14 W W
2017-12-15 Grizzlies Hawks Home 21 43 6 12 22 24 17 23 78 25 17 L W
2017-12-15 Bucks Bulls Home 24 43 5 6 11 24 30 28 83 33 29 W L
2017-12-15 Celtics Jazz Home 20 31 5 10 9 18 26 13 86 31 19 L L
2017-12-15 Raptors Nets Home 26 45 5 11 10 16 30 28 97 28 9 W W
2017-12-15 Hornets Heat Home 21 42 1 7 17 14 19 28 83 27 27 L L
2017-12-15 Pacers Pistons Home 21 51 4 6 14 15 19 35 87 30 25 W L
2017-12-15 Magic Trail Blazers Home 15 45 3 7 16 18 20 23 84 29 19 L L
2017-12-15 76ers Thunder Home 35 50 4 13 20 20 23 24 100 46 20 W L
2017-12-15 Wizards Clippers Home 21 50 7 12 19 26 25 23 88 31 23 W W
2017-12-14 Warriors Mavericks Home 35 41 4 7 16 22 24 24 78 22 9 W W
2017-12-14 Cavaliers Lakers Home 32 39 5 10 17 16 24 39 86 36 25 W W
2017-12-14 Timberwolves Kings Home 29 39 9 12 10 19 32 32 82 21 20 W W
2017-12-14 Hawks Pistons Home 28 34 6 6 17 12 31 15 70 31 26 W L
2017-12-14 Nets Knicks Home 21 43 4 10 18 21 26 24 83 42 23 L L
2017-12-13 Rockets Hornets Home 24 45 5 7 10 18 38 25 88 45 19 W W
2017-12-13 Suns Raptors Home 20 41 9 3 11 24 31 21 83 24 34 L L
2017-12-13 Bulls Jazz Home 21 46 3 9 9 14 30 19 93 17 21 W W
2017-12-13 Pelicans Bucks Home 35 41 8 5 21 16 32 30 80 25 15 W W
2017-12-13 Celtics Nuggets Home 29 30 7 10 14 20 30 38 79 25 24 W W