🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-07 04:00:36 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
2017-02-08 Kings Celtics Home 24 40 1 11 14 18 19 30 84 25 15 W W
2017-02-08 Bucks Heat Home 18 33 4 10 13 18 15 29 71 15 28 L L
2017-02-08 Grizzlies Suns Home 24 41 8 6 22 25 24 22 72 24 34 L W
2017-02-08 Pelicans Jazz Home 17 37 6 6 13 17 25 28 77 24 25 L L
2017-02-08 Timberwolves Raptors Home 22 36 3 8 8 20 25 28 80 19 30 W W
2017-02-08 Knicks Clippers Home 25 41 5 9 12 22 36 31 92 27 18 W L
2017-02-08 Nets Wizards Home 20 55 5 6 17 24 22 27 91 33 36 L L
2017-02-08 Hawks Nuggets Home 31 48 4 6 11 18 39 33 93 27 18 W W
2017-02-08 Pistons Lakers Home 32 52 6 11 15 14 25 31 97 16 24 W W
2017-02-08 76ers Spurs Home 23 35 2 8 7 19 23 28 84 34 29 L L
2017-02-08 Pacers Cavaliers Home 24 38 2 7 12 18 36 27 82 25 26 W L
2017-02-07 Mavericks Trail Blazers Home 16 30 6 6 7 22 27 26 75 28 32 L L
2017-02-07 Rockets Magic Home 31 42 2 9 11 15 35 35 89 38 36 W W
2017-02-07 Hornets Nets Home 19 51 7 6 7 17 24 30 102 26 29 W W
2017-02-06 Kings Bulls Home 27 40 5 4 17 25 11 34 79 28 16 L L
2017-02-06 Grizzlies Spurs Home 18 50 11 8 13 17 17 23 81 19 25 W W
2017-02-06 Nuggets Mavericks Home 28 49 10 7 15 19 29 30 84 28 16 W W
2017-02-06 Pelicans Suns Home 20 48 11 11 13 25 29 18 92 26 22 W W
2017-02-06 Timberwolves Heat Home 25 34 1 13 11 15 33 24 80 11 28 W L
2017-02-06 Raptors Clippers Home 20 47 1 6 11 23 35 35 84 24 29 W W