🏀 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
2025-12-18 Pistons Mavericks Away 26 62 4 11 10 27 30 27 122 33 20 W L
2025-12-18 Nets Heat Home 24 49 7 7 12 17 27 22 98 49 11 L L
2025-12-18 Jazz Lakers Home 31 39 1 4 13 29 41 37 83 37 47 W L
2025-12-18 Pacers Knicks Home 22 52 6 8 14 20 36 26 93 34 18 W L
2025-12-18 Rockets Pelicans Away 30 58 8 6 18 21 33 34 107 32 27 W L
2025-12-18 Magic Nuggets Away 30 44 6 9 9 17 32 22 91 33 26 W L
2025-12-17 Timberwolves Grizzlies Home 26 52 8 11 18 25 27 35 98 44 27 W L
2025-12-17 Cavaliers Bulls Away 26 40 3 6 20 16 34 24 87 39 18 L L
2025-12-17 Bulls Cavaliers Home 35 43 3 12 15 17 33 29 89 36 18 W W
2025-12-17 Grizzlies Timberwolves Away 23 54 4 10 18 25 29 32 96 34 25 W W
2025-12-16 Spurs Knicks Away 29 42 5 4 8 13 30 31 99 39 22 L L
2025-12-16 Knicks Spurs Home 27 59 6 7 10 20 28 31 105 40 15 W W
2025-12-15 Grizzlies Clippers Away 33 32 7 10 11 21 25 31 86 39 17 W W
2025-12-15 Heat Raptors Home 20 45 7 12 18 14 22 30 83 31 23 W L
2025-12-15 Clippers Grizzlies Home 26 39 2 4 18 15 27 21 80 36 22 L L
2025-12-15 Rockets Nuggets Away 29 46 8 7 16 25 30 21 93 25 26 L L
2025-12-15 Nuggets Rockets Home 24 38 4 10 10 28 24 34 85 34 33 W W
2025-12-15 Jazz Mavericks Home 33 47 4 8 13 32 37 34 97 36 33 W W
2025-12-15 Raptors Heat Away 33 45 7 9 19 20 23 23 88 40 9 L W
2025-12-15 Mavericks Jazz Away 24 54 6 6 14 26 43 32 98 27 41 W L