🏀 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
2025-06-05 Pacers Thunder Away 24 56 7 1 24 22 20 25 82 39 21 L W
2025-06-05 Thunder Pacers Home 13 39 6 14 6 19 29 28 98 30 24 L L
2025-05-31 Pacers Knicks Home 30 36 9 10 12 23 25 33 85 33 19 W W
2025-05-31 Knicks Pacers Away 23 41 6 10 17 16 24 30 86 32 26 L L
2025-05-29 Pacers Knicks Away 20 40 7 10 20 22 23 22 74 30 29 L L
2025-05-29 Knicks Pacers Home 22 45 3 11 15 22 27 29 89 29 22 W W
2025-05-28 Thunder Timberwolves Home 26 46 8 14 14 20 26 39 88 35 21 W W
2025-05-28 Timberwolves Thunder Away 16 39 6 7 21 20 9 23 85 34 15 L L
2025-05-27 Pacers Knicks Home 29 33 4 11 11 27 43 26 88 32 32 W W
2025-05-27 Knicks Pacers Away 17 44 4 7 17 27 35 29 82 28 39 L L
2025-05-26 Timberwolves Thunder Home 30 41 3 8 21 20 30 27 84 41 28 L L
2025-05-26 Thunder Timberwolves Away 22 36 5 14 14 22 37 28 95 37 21 L W
2025-05-25 Pacers Knicks Home 21 38 4 9 12 27 30 28 77 25 33 W L
2025-05-25 Knicks Pacers Away 13 37 4 7 14 25 26 19 78 32 30 L W
2025-05-24 Thunder Timberwolves Away 19 31 3 5 14 20 14 27 86 44 19 L L
2025-05-24 Timberwolves Thunder Home 30 50 3 6 10 18 34 38 96 40 17 W W
2025-05-23 Knicks Pacers Home 18 38 4 6 12 19 26 26 84 32 21 L L
2025-05-23 Pacers Knicks Away 26 32 3 6 10 23 24 25 83 30 21 L W
2025-05-22 Thunder Timberwolves Home 30 42 3 9 6 22 29 29 90 33 24 W W
2025-05-22 Timberwolves Thunder Away 20 41 7 2 14 20 25 25 87 39 26 L L