🏀 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
2017-02-23 Cavaliers Knicks Home 29 44 10 5 13 16 34 35 87 38 15 W W
2017-02-23 Pistons Hornets Home 29 57 2 5 9 17 23 27 107 37 12 W W
2017-02-23 Magic Trail Blazers Home 18 40 4 8 14 21 25 30 86 22 39 L L
2017-02-16 Bulls Celtics Home 23 51 6 2 8 13 22 30 90 25 22 W W
2017-02-16 Pacers Wizards Home 21 35 1 7 12 12 27 25 80 18 18 L L
2017-02-15 Clippers Hawks Home 24 40 3 18 16 17 21 33 79 37 12 W W
2017-02-15 Warriors Kings Home 32 46 10 10 8 16 28 19 84 36 21 W W
2017-02-15 Thunder Knicks Home 21 48 4 10 12 13 27 35 88 23 31 W W
2017-02-15 Nuggets Timberwolves Home 25 49 5 4 15 19 31 29 94 34 18 L L
2017-02-15 Jazz Trail Blazers Home 19 46 5 9 14 17 18 22 81 22 23 W W
2017-02-15 Suns Lakers Home 32 59 10 7 15 20 32 36 88 24 34 W W
2017-02-15 Grizzlies Pelicans Home 22 48 3 8 15 19 22 21 89 33 25 L L
2017-02-15 Rockets Heat Home 22 41 1 6 8 23 28 17 87 40 31 L L
2017-02-15 Celtics 76ers Home 21 39 4 13 24 18 29 32 80 28 36 W W
2017-02-15 Raptors Hornets Home 19 46 4 8 16 13 31 13 84 32 19 L W
2017-02-15 Nets Bucks Home 30 42 8 7 17 21 33 27 88 36 23 W L
2017-02-15 Pistons Mavericks Home 15 55 4 2 15 16 27 35 82 19 22 W W
2017-02-15 Magic Spurs Home 15 33 5 5 17 19 16 21 76 18 19 L L
2017-02-15 Cavaliers Pacers Home 23 40 2 6 8 19 28 29 82 39 19 W W
2017-02-14 Lakers Kings Home 22 43 3 10 17 21 23 18 83 29 15 L L