🏀 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
2025-05-21 Knicks Pacers Home 24 46 8 7 15 23 36 33 94 34 40 W L
2025-05-21 Pacers Knicks Away 26 39 3 6 7 24 34 28 100 37 28 L W
2025-05-20 Thunder Timberwolves Home 27 46 3 13 12 22 20 24 82 21 26 W W
2025-05-20 Timberwolves Thunder Away 18 42 7 5 17 22 23 25 83 51 21 L L
2025-05-18 Thunder Nuggets Home 28 44 3 16 9 19 21 39 96 39 24 W W
2025-05-18 Nuggets Thunder Away 20 47 2 6 22 19 26 20 84 44 22 L L
2025-05-16 Celtics Knicks Away 19 36 3 4 15 22 20 17 86 40 10 L L
2025-05-16 Knicks Celtics Home 25 55 6 7 14 23 26 38 91 45 21 W W
2025-05-15 Thunder Nuggets Away 25 40 4 11 11 28 28 33 92 40 16 L L
2025-05-15 Nuggets Thunder Home 27 52 6 8 14 16 31 27 86 32 32 W W
2025-05-14 Knicks Celtics Away 17 40 4 5 10 20 32 27 81 30 40 L L
2025-05-14 Timberwolves Warriors Home 36 39 4 11 20 19 30 32 78 31 15 W W
2025-05-14 Warriors Timberwolves Away 21 40 1 14 17 21 23 24 90 39 30 L L
2025-05-14 Celtics Knicks Home 27 44 12 3 8 25 30 29 84 49 26 W W
2025-05-13 Pacers Cavaliers Away 26 47 8 8 13 27 19 33 82 35 22 W W
2025-05-13 Nuggets Thunder Away 20 49 3 10 15 22 28 28 97 46 13 L L
2025-05-13 Thunder Nuggets Home 23 43 6 7 14 16 27 27 82 29 23 W W
2025-05-13 Cavaliers Pacers Home 10 46 3 8 11 23 31 25 90 35 37 L L
2025-05-12 Timberwolves Warriors Away 22 38 5 9 19 23 27 31 79 34 26 L W
2025-05-12 Knicks Celtics Home 25 43 2 5 12 20 28 23 92 34 12 L W