🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-01 05:32:29 UTC  ·  138,992 total games

📂 View Dataset
📊 Model Performance
75.6%
Test Accuracy
125,092
Training Games
13,900
Testing Games
138,992
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
2023-03-16 Pistons Nuggets Home 24 37 3 8 17 20 28 36 85 27 18 L L
2023-03-16 Nuggets Pistons Away 29 47 7 9 10 15 29 29 89 24 25 W W
2023-03-15 Clippers Warriors Home 30 44 1 11 8 18 28 33 96 34 32 W W
2023-03-15 Warriors Clippers Away 28 36 1 5 16 25 23 35 88 36 15 L L
2023-03-15 Mavericks Spurs Away 23 52 4 4 19 25 28 32 86 33 37 L W
2023-03-15 Spurs Mavericks Home 26 47 4 7 10 30 29 33 107 34 26 L L
2023-03-15 Kings Bulls Away 26 45 3 6 20 19 25 23 78 42 29 L W
2023-03-15 Bulls Kings Home 28 48 4 13 15 24 30 28 97 42 25 W L
2023-03-15 Lakers Rockets Away 21 36 3 7 10 17 19 29 90 44 37 L L
2023-03-15 Rockets Lakers Home 22 51 3 5 18 29 31 31 89 29 19 W W
2023-03-15 Celtics Timberwolves Away 20 44 5 7 11 22 23 21 84 40 30 L W
2023-03-15 Timberwolves Celtics Home 27 46 2 3 13 23 23 20 84 36 22 L L
2023-03-15 Cavaliers 76ers Home 20 33 2 6 12 18 24 36 85 41 22 L L
2023-03-15 76ers Cavaliers Away 24 46 6 8 20 21 29 26 75 36 27 W W
2023-03-15 Grizzlies Heat Away 29 39 1 6 16 20 27 24 91 46 14 L L
2023-03-15 Heat Grizzlies Home 33 41 5 8 13 16 29 34 82 29 33 W W
2023-03-14 Bucks Suns Away 24 46 6 8 13 15 29 28 85 39 37 W W
2023-03-14 Suns Bucks Home 23 41 3 7 11 26 24 24 95 23 16 L L
2023-03-14 Trail Blazers Knicks Home 22 38 3 8 12 19 33 22 99 45 18 L L
2023-03-14 Knicks Trail Blazers Away 23 52 8 8 13 13 20 29 81 35 34 W W