🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 09:15:32 UTC  ·  138,972 total games

📂 View Dataset
📊 Model Performance
74.9%
Test Accuracy
125,074
Training Games
13,898
Testing Games
138,972
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
2023-04-07 Heat Wizards Away 26 47 4 7 16 29 23 28 98 47 12 L L
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 Nuggets Suns Away 24 38 2 7 13 19 25 30 83 23 23 L L
2023-04-06 Jazz Thunder Home 24 45 2 5 19 23 25 27 83 31 16 L L
2023-04-06 Thunder Jazz Away 29 50 2 12 13 17 32 23 97 45 26 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 Spurs Trail Blazers Home 29 47 4 9 15 12 32 37 106 35 28 W W
2023-04-06 76ers Heat Home 23 32 4 7 17 18 31 15 76 36 15 L L
2023-04-06 Heat 76ers Away 39 42 0 3 11 13 41 26 88 39 15 W W
2023-04-06 Magic Cavaliers Home 21 39 8 8 22 11 42 15 83 39 19 L L
2023-04-06 Cavaliers Magic Away 31 42 7 13 17 21 33 34 88 38 9 W W
2023-04-05 Lakers Clippers Away 27 44 3 4 14 17 31 21 89 29 24 L L
2023-04-05 Clippers Lakers Home 23 38 4 9 13 18 37 34 82 36 27 W W
2023-04-05 Mavericks Kings Home 24 39 7 4 10 18 28 32 89 44 18 L W
2023-04-05 Kings Mavericks Away 31 57 1 7 9 19 27 44 106 37 19 W L
2023-04-05 Pelicans Grizzlies Home 35 44 8 9 16 22 32 20 88 39 39 W W
2023-04-05 Grizzlies Pelicans Away 33 49 6 10 14 25 34 35 104 36 25 W L
2023-04-05 Hawks Wizards Home 30 48 5 10 17 23 33 34 84 30 40 W W
2023-04-05 Wizards Hawks Away 23 39 9 10 14 26 32 28 94 28 26 L L