🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 05:09:45 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
2023-04-11 Timberwolves Lakers Away 30 37 11 13 24 26 28 32 83 41 15 W L
2023-04-11 Lakers Timberwolves Home 27 48 7 8 21 15 22 27 92 31 24 L W
2023-04-11 Hawks Heat Away 26 63 8 5 12 21 36 29 96 41 27 W W
2023-04-11 Heat Hawks Home 24 39 4 7 8 19 27 23 91 34 20 L L
2023-04-09 Spurs Mavericks Away 31 69 3 2 12 13 42 29 104 38 30 W W
2023-04-09 Mavericks Spurs Home 28 46 3 4 4 21 14 45 108 53 16 L L
2023-04-09 Timberwolves Pelicans Home 25 42 8 7 17 22 18 29 82 36 31 L 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 Grizzlies Thunder Away 25 43 4 8 12 16 24 25 92 37 18 L L
2023-04-09 Nuggets Kings Home 25 51 2 11 20 15 26 33 84 28 25 W W
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 Jazz Lakers Away 31 45 4 4 11 16 25 31 101 35 6 L L
2023-04-09 Clippers Suns Away 22 53 5 3 10 18 19 29 100 23 24 L W
2023-04-09 Suns Clippers Home 29 47 3 4 7 21 28 25 99 37 22 L L
2023-04-09 Trail Blazers Warriors Home 25 30 3 5 14 9 27 26 95 35 24 L L
2023-04-09 Warriors Trail Blazers Away 47 58 6 13 16 18 55 29 96 49 16 W W
2023-04-09 Hawks Celtics Away 27 50 5 11 9 12 31 33 97 39 19 W L
2023-04-09 Celtics Hawks Home 33 47 3 5 15 13 29 32 89 54 14 W W