🏀 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
2023-04-12 Thunder Pelicans Away 25 38 5 7 7 19 32 25 92 37 32 L W
2023-04-12 Raptors Bulls Home 23 50 5 5 16 18 28 30 87 31 36 W L
2023-04-11 Timberwolves Lakers Away 30 37 11 13 24 26 28 32 83 41 15 W L
2023-04-11 Heat Hawks Home 24 39 4 7 8 19 27 23 91 34 20 L L
2023-04-11 Hawks Heat Away 26 63 8 5 12 21 36 29 96 41 27 W W
2023-04-11 Lakers Timberwolves Home 27 48 7 8 21 15 22 27 92 31 24 L W
2023-04-09 Mavericks Spurs Home 28 46 3 4 4 21 14 45 108 53 16 L L
2023-04-09 Hornets Cavaliers Away 23 49 5 8 19 14 17 32 81 32 30 W W
2023-04-09 Pelicans Timberwolves Away 18 49 3 13 15 24 30 25 90 21 29 W L
2023-04-09 Thunder Grizzlies Home 30 49 2 5 16 17 20 27 90 36 16 L W
2023-04-09 Celtics Hawks Home 33 47 3 5 15 13 29 32 89 54 14 W W
2023-04-09 Pistons Bulls Away 20 59 3 1 25 16 25 21 85 33 13 L L
2023-04-09 Bucks Raptors Away 28 38 2 5 14 13 26 29 82 34 21 L L
2023-04-09 Spurs Mavericks Away 31 69 3 2 12 13 42 29 104 38 30 W W
2023-04-09 Knicks Pacers Home 29 53 8 8 15 24 45 26 108 40 22 W L
2023-04-09 Kings Nuggets Away 24 34 6 7 15 18 43 24 85 43 15 L L
2023-04-09 Lakers Jazz Home 28 49 7 4 11 9 31 34 97 45 21 W W
2023-04-09 Wizards Rockets Home 28 51 5 11 13 21 39 28 97 45 21 W L
2023-04-09 Rockets Wizards Away 24 51 6 8 15 15 31 24 90 21 28 W W
2023-04-09 Cavaliers Hornets Home 27 44 5 9 16 24 25 29 89 37 16 W L