🏀 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
2025-01-16 Pistons Pacers Home 22 55 7 3 19 20 26 30 91 36 22 W L
2025-01-16 Trail Blazers Clippers Home 24 37 1 9 16 17 22 16 91 34 13 L L
2025-01-16 Thunder Cavaliers Home 25 39 5 12 6 20 32 43 105 53 11 W W
2025-01-16 Pacers Pistons Away 28 40 8 13 9 17 29 40 89 30 22 W W
2025-01-15 Timberwolves Warriors Home 21 41 7 4 9 17 12 30 86 37 29 L L
2025-01-15 Hornets Jazz Away 27 45 6 6 18 16 26 29 85 39 21 L W
2025-01-15 Magic Bucks Away 24 32 1 13 13 24 16 25 95 46 21 L L
2025-01-15 Spurs Grizzlies Home 22 44 11 5 11 17 30 33 89 43 27 W L
2025-01-15 Bulls Hawks Home 23 53 5 5 20 15 25 22 88 27 10 L L
2025-01-15 Celtics Raptors Away 24 45 8 6 9 16 29 24 91 46 18 L L
2025-01-15 Lakers Heat Home 33 34 4 12 6 12 34 20 90 34 14 W W
2025-01-15 Nuggets Rockets Home 22 36 7 4 18 16 23 25 75 29 21 L L
2025-01-15 Rockets Nuggets Away 28 40 6 14 8 19 28 41 94 38 17 W W
2025-01-15 Hawks Bulls Away 28 51 5 11 9 15 27 34 100 43 22 W W
2025-01-15 Raptors Celtics Home 35 56 4 4 10 19 25 30 89 34 15 W W
2025-01-15 Pelicans Mavericks Home 24 49 8 11 10 20 33 30 97 39 24 W W
2025-01-15 Jazz Hornets Home 30 36 4 5 10 18 33 29 93 43 17 L L
2025-01-15 Grizzlies Spurs Away 28 52 5 7 8 19 28 23 103 38 17 W W
2025-01-15 Heat Lakers Away 25 37 6 3 19 13 38 28 73 36 15 L L
2025-01-15 Mavericks Pelicans Away 27 45 3 9 15 17 27 34 90 35 25 W L