🏀 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
2025-01-23 Warriors Bulls Home 37 52 6 3 10 21 30 33 102 57 14 W W
2025-01-23 Spurs Pacers Away 43 57 10 10 19 13 30 30 96 36 6 W W
2025-01-23 Clippers Wizards Home 29 55 7 10 18 19 30 33 88 38 18 W W
2025-01-23 Magic Trail Blazers Home 17 44 6 9 19 18 21 18 76 25 31 L L
2025-01-23 Pacers Spurs Home 31 31 2 10 11 9 29 28 97 43 12 L L
2025-01-23 Celtics Lakers Away 23 42 6 5 7 17 23 25 91 41 18 L L
2025-01-23 Bulls Warriors Away 22 42 2 7 11 16 33 31 87 40 27 L L
2025-01-23 Nuggets Kings Home 30 56 8 10 10 14 40 34 101 37 31 W W
2025-01-22 Timberwolves Mavericks Away 26 39 8 10 11 18 17 38 81 29 34 W W
2025-01-22 Hornets Grizzlies Away 27 33 4 9 16 19 25 23 86 31 32 L L
2025-01-22 Celtics Clippers Away 24 32 4 11 19 14 33 27 90 50 20 L W
2025-01-22 Mavericks Timberwolves Home 24 38 4 5 13 21 22 31 90 29 19 L L
2025-01-22 Rockets Cavaliers Home 25 53 5 8 22 20 39 22 91 34 20 W W
2025-01-22 Kings Warriors Home 24 38 7 9 8 14 20 28 81 30 32 W W
2025-01-22 Hawks Pistons Home 25 47 3 14 13 14 26 25 103 38 26 W L
2025-01-22 Clippers Celtics Home 24 40 6 11 22 25 34 25 90 28 13 L L
2025-01-22 Cavaliers Rockets Away 25 45 5 12 13 18 32 21 97 41 19 L L
2025-01-22 Warriors Kings Away 31 44 2 5 19 27 24 41 92 48 13 L L
2025-01-22 Grizzlies Hornets Home 36 40 6 9 16 30 38 40 98 47 14 W W
2025-01-22 Jazz Thunder Away 25 52 6 3 27 20 29 26 90 37 24 L L