🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-07 07:00:43 UTC  ·  69,538 total games

📂 View Dataset
📊 Model Performance
75.3%
Test Accuracy
62,584
Training Games
6,954
Testing Games
69,538
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
2017-01-02 Cavaliers Pelicans Home 16 56 4 9 13 13 15 29 90 31 22 W W
2017-01-01 Lakers Raptors Home 19 43 3 8 8 21 33 24 92 32 31 L L
2017-01-01 Timberwolves Trail Blazers Home 21 47 5 11 17 25 23 26 87 23 18 W L
2017-01-01 Hawks Spurs Home 25 46 6 6 12 21 25 19 92 28 27 L W
2017-01-01 Heat Pistons Home 25 34 4 6 12 22 37 29 77 26 18 W L
2017-01-01 Pacers Magic Home 28 46 5 5 11 16 27 35 86 22 24 W W
2016-12-31 Rockets Knicks Home 30 46 2 3 13 20 27 42 92 55 29 W W
2016-12-31 Jazz Suns Home 17 46 4 3 15 16 29 26 73 20 20 W W
2016-12-31 Thunder Clippers Home 25 44 6 9 9 20 33 36 78 29 35 W W
2016-12-31 Bulls Bucks Home 23 37 5 9 11 21 27 24 83 27 28 L L
2016-12-31 Hornets Cavaliers Home 24 39 7 3 13 19 28 31 78 24 23 W L
2016-12-31 Kings Grizzlies Home 17 39 3 6 13 12 20 25 72 28 28 L L
2016-12-30 Warriors Mavericks Home 31 43 4 5 13 12 29 30 84 33 15 W W
2016-12-30 Nuggets 76ers Home 29 45 1 5 11 26 28 32 84 27 41 W L
2016-12-30 Spurs Trail Blazers Home 22 48 5 7 17 18 22 25 78 22 25 W W
2016-12-30 Pelicans Knicks Home 22 42 5 4 13 12 31 24 85 29 17 L W
2016-12-30 Rockets Clippers Home 29 45 5 12 13 17 37 37 81 40 43 W W
2016-12-30 Timberwolves Bucks Home 30 34 5 8 11 17 34 21 77 25 21 W W
2016-12-30 Hawks Pistons Home 29 44 2 10 15 21 19 32 88 26 25 W W
2016-12-30 Celtics Heat Home 28 30 2 6 14 11 25 27 74 32 29 L W