🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 23:24:28 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
2017-12-18 Bulls 76ers Home 27 39 7 9 16 16 30 37 92 28 19 W W
2017-12-18 Rockets Jazz Home 25 52 7 5 14 13 25 26 77 43 27 W W
2017-12-18 Timberwolves Trail Blazers Home 19 32 2 6 10 14 24 27 91 19 21 L W
2017-12-18 Thunder Nuggets Home 13 40 5 9 10 13 32 20 81 24 15 W W
2017-12-18 Hawks Heat Home 25 39 6 8 13 23 29 29 83 22 31 W W
2017-12-18 Hornets Knicks Home 30 47 6 10 19 16 29 31 88 20 16 W W
2017-12-18 Pacers Celtics Home 14 38 3 12 13 16 21 26 79 21 38 L L
2017-12-17 Nets Pacers Home 26 29 2 7 12 17 29 19 81 33 21 L L
2017-12-17 Wizards Cavaliers Home 20 51 5 4 10 18 23 37 91 33 16 W L
2017-12-17 Pistons Magic Home 27 39 3 11 13 17 36 24 89 34 16 W W
2017-12-17 Raptors Kings Home 20 46 9 8 12 13 35 26 85 30 28 W W
2017-12-16 Grizzlies Celtics Home 18 38 3 8 14 19 12 28 79 34 17 L L
2017-12-16 Spurs Mavericks Home 14 41 2 5 7 14 18 25 86 25 18 L W
2017-12-16 Heat Clippers Home 22 37 8 10 9 15 24 22 82 35 21 W W
2017-12-16 Rockets Bucks Home 16 38 4 7 15 23 28 27 76 35 42 L W
2017-12-16 Timberwolves Suns Home 21 31 8 14 7 19 25 25 95 27 24 L L
2017-12-16 Cavaliers Jazz Home 30 41 1 9 12 15 23 28 79 22 17 W W
2017-12-16 Knicks Thunder Home 21 35 3 9 16 22 23 27 69 23 26 W W
2017-12-16 Hornets Trail Blazers Home 18 51 3 9 7 21 20 17 96 31 28 L L
2017-12-15 Rockets Spurs Home 20 45 3 15 14 16 31 29 91 50 25 W W