🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-08-08 06:00:07  ·  138,694 total games

📂 View Dataset
📊 Model Performance
74.8%
Test Accuracy
124,824
Training Games
13,870
Testing Games
138,694
Total Games
🔧 Feature Columns
home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away 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
2024-02-02 Nuggets Trail Blazers Home 34 48 6 3 12 20 33 26 91 36 17 W W
2024-02-02 Pelicans Spurs Away 29 39 3 14 9 17 24 34 95 26 21 W W
2024-02-02 Pistons Clippers Home 28 38 3 5 17 18 33 26 89 40 24 L L
2024-02-02 Raptors Rockets Away 17 37 5 11 14 18 23 24 91 33 20 L L
2024-02-02 Suns Hawks Away 31 38 5 6 17 17 30 33 88 37 14 L L
2024-02-02 Timberwolves Magic Home 24 38 5 8 17 20 38 21 82 38 20 L L
2024-02-02 Warriors Grizzlies Away 32 46 8 7 14 17 24 33 83 29 22 W W
2024-02-02 Pacers Kings Home 23 39 3 13 22 20 39 25 85 29 24 W L
2024-02-02 Magic Timberwolves Away 24 42 4 11 15 17 26 28 85 25 26 W W
2024-02-02 Wizards Heat Home 28 43 4 5 9 25 33 26 90 42 21 W L
2024-02-02 Grizzlies Warriors Home 30 37 4 7 14 20 23 24 87 46 24 L L
2024-02-02 Hawks Suns Home 29 43 4 7 10 13 33 33 95 44 18 W W
2024-02-02 Rockets Raptors Home 30 49 3 9 15 20 37 29 93 31 17 W W
2024-02-02 Trail Blazers Nuggets Away 14 37 4 7 10 16 20 35 80 28 30 L L
2024-02-02 Spurs Pelicans Home 35 55 10 6 18 16 33 32 96 39 18 W L
2024-02-02 Heat Wizards Away 24 59 1 4 12 18 31 25 88 31 35 W W
2024-02-01 Celtics Lakers Home 30 54 12 4 15 19 25 21 97 48 7 W L
2024-02-01 Pacers Knicks Away 21 44 9 9 13 25 36 22 93 33 13 L L
2024-02-01 Jazz 76ers Home 36 43 9 3 11 15 32 29 87 36 25 W L
2024-02-01 Grizzlies Cavaliers Home 25 43 12 9 13 19 27 31 90 38 17 W L