🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-03 20:13:38 UTC  ·  139,044 total games

📂 View Dataset
📊 Model Performance
75.7%
Test Accuracy
125,139
Training Games
13,905
Testing Games
139,044
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
2023-01-30 Wizards Spurs Away 32 45 8 7 14 19 30 33 86 30 17 W W
2023-01-30 Spurs Wizards Home 26 43 6 6 10 20 36 19 97 29 23 L L
2023-01-30 Lakers Nets Away 24 53 3 1 14 16 16 30 89 29 37 L L
2023-01-30 Nets Lakers Home 24 50 9 8 11 25 29 29 95 41 19 W W
2023-01-30 76ers Magic Home 28 45 3 8 19 25 30 32 85 30 23 W L
2023-01-30 Magic 76ers Away 23 50 6 11 10 16 17 35 99 29 30 W W
2023-01-29 Bucks Pelicans Home 27 57 4 7 12 18 37 25 96 43 20 W W
2023-01-29 Pelicans Bucks Away 25 38 3 7 12 20 19 25 93 34 21 L L
2023-01-29 Clippers Cavaliers Away 17 45 0 6 15 19 15 19 89 19 27 L L
2023-01-29 Cavaliers Clippers Home 35 35 7 9 13 23 31 33 78 33 19 W W
2023-01-29 Grizzlies Pacers Home 29 41 8 10 9 21 23 27 89 37 22 W W
2023-01-29 Pacers Grizzlies Away 21 38 6 4 18 22 32 30 79 32 21 L L
2023-01-29 Hornets Heat Home 25 47 3 6 19 18 26 32 83 40 22 W W
2023-01-29 Heat Hornets Away 26 36 0 11 11 17 28 34 93 31 23 L L
2023-01-28 Trail Blazers Raptors Home 18 27 6 3 12 16 14 30 76 24 23 L L
2023-01-28 Raptors Trail Blazers Away 24 45 3 6 8 18 37 26 92 30 18 W W
2023-01-28 Mavericks Jazz Away 26 31 3 7 14 18 23 25 80 46 17 L L
2023-01-28 Jazz Mavericks Home 26 49 6 9 17 23 34 32 82 36 24 W W
2023-01-28 Lakers Celtics Away 30 47 0 4 12 23 27 27 105 42 20 L L
2023-01-28 Celtics Lakers Home 18 46 9 8 12 22 28 20 84 40 39 W W