🏀 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
2023-04-07 Lakers Suns Home 25 54 6 6 16 12 30 31 92 36 17 W W
2023-04-07 Grizzlies Bucks Away 39 44 6 9 12 20 36 35 93 42 15 W W
2023-04-07 Pelicans Knicks Home 27 43 7 4 12 17 27 33 79 28 20 W W
2023-04-07 Wizards Heat Home 23 50 3 4 17 18 26 27 84 33 37 W W
2023-04-06 Suns Nuggets Home 26 33 6 4 10 16 27 29 79 36 25 L W
2023-04-06 Cavaliers Magic Away 31 42 7 13 17 21 33 34 88 38 9 W W
2023-04-06 Magic Cavaliers Home 21 39 8 8 22 11 42 15 83 39 19 L L
2023-04-06 76ers Heat Home 23 32 4 7 17 18 31 15 76 36 15 L L
2023-04-06 Spurs Trail Blazers Home 29 47 4 9 15 12 32 37 106 35 28 W W
2023-04-06 Trail Blazers Spurs Away 34 36 14 7 16 22 37 24 96 28 18 L L
2023-04-06 Nuggets Suns Away 24 38 2 7 13 19 25 30 83 23 23 L L
2023-04-06 Thunder Jazz Away 29 50 2 12 13 17 32 23 97 45 26 W W
2023-04-06 Heat 76ers Away 39 42 0 3 11 13 41 26 88 39 15 W W
2023-04-06 Jazz Thunder Home 24 45 2 5 19 23 25 27 83 31 16 L L
2023-04-05 Pacers Knicks Home 33 37 5 6 17 17 29 38 87 30 30 W L
2023-04-05 Nets Pistons Away 36 38 7 6 13 12 47 27 86 43 23 W W
2023-04-05 Lakers Clippers Away 27 44 3 4 14 17 31 21 89 29 24 L L
2023-04-05 Bulls Bucks Away 28 38 3 10 15 11 21 30 83 33 11 L L
2023-04-05 Kings Mavericks Away 31 57 1 7 9 19 27 44 106 37 19 W L
2023-04-05 Grizzlies Pelicans Away 33 49 6 10 14 25 34 35 104 36 25 W L