🏀 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
2025-05-12 Warriors Timberwolves Home 18 38 1 10 15 25 28 32 85 27 33 L L
2025-05-12 Celtics Knicks Away 15 31 2 8 12 16 39 23 79 48 26 L L
2025-05-11 Thunder Nuggets Away 20 55 2 9 14 26 17 25 87 41 26 L W
2025-05-11 Nuggets Thunder Home 17 49 3 9 13 23 8 28 80 45 36 L L
2025-05-11 Cavaliers Pacers Away 20 41 4 8 22 28 23 16 70 35 40 L L
2025-05-11 Pacers Cavaliers Home 37 37 2 6 10 27 38 42 93 35 20 W W
2025-05-10 Celtics Knicks Away 23 42 8 6 8 26 36 35 83 40 17 W W
2025-05-10 Knicks Celtics Home 16 43 2 3 11 16 20 26 80 25 35 L L
2025-05-10 Timberwolves Warriors Away 28 44 7 4 18 23 21 19 82 34 21 L W
2025-05-10 Warriors Timberwolves Home 21 36 7 6 14 24 21 21 81 23 21 L L
2025-05-09 Nuggets Thunder Home 25 49 7 9 14 21 22 29 85 40 24 W W
2025-05-09 Thunder Nuggets Away 24 54 6 7 11 21 28 28 104 35 22 L L
2025-05-09 Pacers Cavaliers Home 26 37 8 6 13 29 32 13 80 30 34 L L
2025-05-09 Cavaliers Pacers Away 24 56 7 5 14 26 32 34 100 47 37 W W
2025-05-08 Warriors Timberwolves Away 23 42 2 8 17 16 15 24 76 32 25 L L
2025-05-08 Timberwolves Warriors Home 33 39 5 10 12 22 29 27 87 37 20 W W
2025-05-07 Thunder Nuggets Home 31 44 8 12 9 24 45 42 89 36 36 W W
2025-05-07 Nuggets Thunder Away 18 38 6 4 20 29 21 35 87 37 32 L L
2025-05-07 Celtics Knicks Home 17 51 5 9 16 17 24 26 94 40 15 L L
2025-05-07 Knicks Celtics Away 19 46 5 11 15 16 13 28 86 31 10 L W