🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 15:24:20 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
2018-01-04 Clippers Thunder Home 29 45 2 5 10 15 33 31 100 30 23 W L
2018-01-04 Rockets Warriors Home 20 38 3 7 10 17 37 26 89 50 22 L L
2018-01-03 Lakers Thunder Home 24 45 4 5 17 10 26 18 92 33 15 L L
2018-01-03 Nuggets Suns Home 35 48 9 8 20 16 34 27 82 27 22 W W
2018-01-03 Jazz Pelicans Home 23 36 1 12 14 21 28 27 84 32 17 L L
2018-01-03 Mavericks Warriors Home 29 40 2 6 13 17 26 35 90 43 22 L L
2018-01-03 Celtics Cavaliers Home 27 52 2 9 16 20 32 23 92 36 11 W W
2018-01-03 Bulls Raptors Home 29 43 2 5 13 20 31 28 93 33 19 L L
2018-01-03 Bucks Pacers Home 33 34 5 8 16 23 34 28 75 17 28 W W
2018-01-03 Nets Timberwolves Home 22 38 3 3 20 23 24 24 72 30 11 L W
2018-01-03 Heat Pistons Home 29 41 3 6 12 16 24 32 84 34 11 W W
2018-01-03 Magic Rockets Home 16 48 3 7 12 19 12 29 91 31 25 L L
2018-01-03 76ers Spurs Home 23 45 5 10 13 21 27 33 80 22 43 W W
2018-01-03 Wizards Knicks Home 27 42 5 9 13 21 33 31 81 23 26 W W
2018-01-02 Clippers Grizzlies Home 23 34 3 5 19 24 34 33 71 23 31 L W
2018-01-02 Kings Hornets Home 22 47 2 1 15 19 25 27 87 17 18 L L
2018-01-02 Suns Hawks Home 24 47 4 7 22 22 19 30 77 22 26 W W
2018-01-02 Knicks Spurs Home 21 50 7 5 14 23 29 20 87 22 18 W L
2018-01-02 Cavaliers Trail Blazers Home 28 40 4 11 10 17 28 25 83 32 37 W W
2018-01-01 Bulls Trail Blazers Home 28 58 7 5 12 21 23 30 104 27 23 W L