🏀 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
2023-12-20 Heat Magic Away 25 39 2 6 11 17 25 43 83 29 24 W W
2023-12-20 Pacers Hornets Home 37 38 8 6 13 20 31 40 80 39 30 W W
2023-12-20 Celtics Kings Away 35 50 10 6 9 17 38 36 92 42 24 W W
2023-12-20 Knicks Nets Away 24 54 7 8 11 15 32 28 95 33 25 W W
2023-12-20 Nets Knicks Home 25 49 9 6 11 20 20 31 101 47 17 L L
2023-12-20 Lakers Bulls Away 27 40 7 7 14 11 22 33 94 37 15 L L
2023-12-20 Raptors Nuggets Home 26 41 5 3 11 12 20 24 90 27 13 L L
2023-12-20 Jazz Cavaliers Away 24 38 6 5 16 22 27 29 78 30 28 L L
2023-12-20 Bulls Lakers Home 25 48 6 7 16 15 33 28 88 34 11 W W
2023-12-20 Hornets Pacers Away 23 37 0 6 12 18 29 31 95 31 19 L L
2023-12-20 Kings Celtics Home 29 37 8 4 7 15 41 25 91 44 23 W L
2023-12-20 Timberwolves 76ers Away 22 39 2 4 19 22 24 36 82 25 24 L L
2023-12-20 Clippers Mavericks Away 27 44 4 6 14 22 35 32 77 31 25 W W
2023-12-20 Rockets Hawks Home 25 37 6 4 9 23 29 36 89 34 23 L L
2023-12-20 Hawks Rockets Away 31 44 3 4 12 18 39 38 91 40 28 W W
2023-12-20 Magic Heat Home 29 49 5 8 12 24 24 26 89 36 19 W L
2023-12-20 Mavericks Clippers Home 23 36 3 8 8 19 22 34 91 43 27 L L
2023-12-20 Cavaliers Jazz Home 34 44 3 8 12 23 36 26 96 51 16 W W
2023-12-20 Nuggets Raptors Away 29 46 9 9 9 13 29 32 98 33 7 W W
2023-12-20 76ers Timberwolves Home 20 36 3 9 12 25 28 36 84 22 32 L W