🏀 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
2025-11-30 Celtics Cavaliers Away 19 46 4 9 16 17 28 30 81 40 29 W W
2025-11-30 Raptors Knicks Away 27 40 6 9 18 15 22 30 88 37 17 L L
2025-11-30 Thunder Trail Blazers Away 27 49 9 7 12 29 24 30 90 29 32 W W
2025-11-30 Rockets Jazz Away 30 50 7 14 14 18 30 37 87 31 33 W W
2025-11-29 Pistons Heat Away 29 43 3 11 21 27 36 35 93 26 23 W W
2025-11-29 Nuggets Suns Away 36 40 5 2 16 20 30 33 76 38 21 W W
2025-11-29 Pacers Bulls Home 24 44 10 8 12 15 26 35 89 41 11 W W
2025-11-29 Warriors Pelicans Home 28 47 3 5 9 23 17 25 93 47 20 L W
2025-11-29 Mavericks Clippers Away 22 37 2 15 8 19 25 24 90 39 28 L W
2025-11-29 Bulls Pacers Away 24 45 3 5 13 14 27 27 87 34 16 L L
2025-11-29 Timberwolves Celtics Home 31 37 4 3 14 16 32 27 83 48 20 L W
2025-11-29 Hornets Raptors Home 24 39 5 10 9 19 21 31 93 39 29 L W
2025-11-29 Raptors Hornets Away 34 52 3 6 15 26 34 24 99 29 17 W L
2025-11-29 Bucks Nets Home 31 43 2 13 12 16 32 39 84 39 17 W W
2025-11-29 Pelicans Warriors Away 16 50 2 7 13 21 18 20 86 30 34 L L
2025-11-29 Suns Nuggets Home 23 32 2 11 7 23 25 35 88 42 26 L L
2025-11-29 Celtics Timberwolves Away 24 43 7 10 10 21 36 33 96 46 15 W L
2025-11-29 Nets Bucks Away 23 31 4 4 18 16 29 24 77 42 17 L L
2025-11-29 Clippers Mavericks Home 25 46 6 5 18 21 28 28 80 25 31 W L
2025-11-29 Heat Pistons Home 27 38 3 12 17 20 23 36 88 29 39 W L