🏀 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
2024-10-26 Pistons Celtics Home 27 44 7 4 14 22 31 31 88 39 22 W L
2024-10-26 Nuggets Clippers Home 20 37 4 13 10 22 19 23 87 35 24 L L
2024-10-26 Lakers Kings Home 32 45 3 8 19 19 28 36 92 34 24 W W
2024-10-26 Cavaliers Wizards Away 27 48 10 13 16 27 28 31 88 39 34 W W
2024-10-26 Heat Hornets Away 33 43 6 8 13 19 23 33 86 34 28 W W
2024-10-26 Magic Grizzlies Away 21 41 6 10 19 20 24 19 87 48 28 L L
2024-10-26 Wizards Cavaliers Home 25 46 9 6 15 25 25 28 96 43 32 L L
2024-10-26 Raptors Timberwolves Away 29 46 4 9 20 22 18 26 90 29 13 L L
2024-10-25 Grizzlies Rockets Away 24 43 8 8 17 25 38 27 91 28 36 L L
2024-10-25 Knicks Pacers Home 19 43 4 5 11 18 25 36 84 27 29 W W
2024-10-25 Bulls Bucks Away 30 46 4 10 9 17 30 33 96 47 23 W W
2024-10-25 Nets Magic Away 22 37 3 7 17 31 23 23 83 37 21 L L
2024-10-25 Magic Nets Home 28 39 7 10 12 19 22 27 75 30 33 W W
2024-10-25 Pacers Knicks Away 28 33 6 8 15 24 24 21 83 30 20 L L
2024-10-25 76ers Raptors Away 19 28 5 11 16 32 31 25 76 29 53 L L
2024-10-25 Suns Lakers Away 35 34 4 8 16 26 38 23 82 37 17 L L
2024-10-25 Hornets Hawks Away 22 53 4 7 17 28 16 42 96 51 31 L L
2024-10-25 Jazz Warriors Home 18 45 5 8 22 11 24 18 92 42 26 L L
2024-10-25 Cavaliers Pistons Home 28 39 4 13 12 15 28 37 82 34 23 W W
2024-10-25 Trail Blazers Pelicans Home 26 48 11 7 19 22 27 20 90 37 20 W L