🏀 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
2024-05-30 Mavericks Timberwolves Away 19 45 5 7 13 20 35 34 84 34 23 W W
2024-05-30 Timberwolves Mavericks Home 17 41 5 8 14 17 19 21 89 32 21 L L
2024-05-28 Mavericks Timberwolves Home 23 38 4 6 14 22 20 29 81 40 21 L L
2024-05-28 Timberwolves Mavericks Away 23 40 4 9 15 23 27 22 74 24 25 W W
2024-05-27 Pacers Celtics Home 24 47 4 5 14 19 27 30 87 29 16 W L
2024-05-27 Celtics Pacers Away 22 44 6 10 13 18 29 29 89 44 14 W W
2024-05-26 Mavericks Timberwolves Home 19 32 5 7 14 19 33 27 68 28 31 W W
2024-05-26 Timberwolves Mavericks Away 26 33 2 4 10 24 28 24 85 30 17 L L
2024-05-25 Celtics Pacers Away 24 36 12 7 8 18 32 25 83 46 26 W W
2024-05-25 Pacers Celtics Home 32 43 1 4 11 21 31 38 91 22 14 W L
2024-05-24 Mavericks Timberwolves Away 24 44 7 7 10 17 26 22 84 31 22 W W
2024-05-24 Timberwolves Mavericks Home 26 40 7 7 9 19 32 28 85 31 32 W L
2024-05-23 Pacers Celtics Away 23 37 2 5 16 23 27 24 84 29 16 L L
2024-05-23 Celtics Pacers Home 28 40 2 9 12 16 25 32 88 37 20 W W
2024-05-22 Timberwolves Mavericks Home 23 40 3 8 10 17 33 29 89 49 18 W L
2024-05-22 Mavericks Timberwolves Away 21 48 8 5 13 15 27 32 87 25 17 W W
2024-05-21 Celtics Pacers Home 30 43 5 11 15 15 34 30 99 45 30 W W
2024-05-21 Pacers Celtics Away 38 44 4 8 22 23 31 33 99 35 10 L L
2024-05-19 Timberwolves Nuggets Away 18 47 6 9 9 21 19 19 79 34 30 W W
2024-05-19 Nuggets Timberwolves Home 18 44 7 3 10 23 24 29 83 33 16 L L