🏀 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
2024-05-19 Pacers Knicks Away 33 33 9 7 14 22 39 31 79 24 16 W W
2024-05-19 Knicks Pacers Home 22 28 2 5 10 17 27 28 85 35 27 L L
2024-05-18 Mavericks Thunder Home 25 47 4 5 18 23 23 25 82 34 24 L W
2024-05-18 Thunder Mavericks Away 25 31 5 10 10 20 30 34 92 41 17 L L
2024-05-17 Pacers Knicks Home 35 47 8 3 9 21 29 32 91 26 13 W W
2024-05-17 Knicks Pacers Away 20 35 5 6 9 15 30 21 82 34 26 L L
2024-05-16 Timberwolves Nuggets Home 26 62 4 9 6 14 31 28 86 40 24 W W
2024-05-16 Nuggets Timberwolves Away 18 43 5 2 12 17 14 26 86 36 14 L L
2024-05-15 Celtics Cavaliers Home 32 43 6 6 14 15 28 30 80 43 12 W W
2024-05-15 Cavaliers Celtics Away 25 28 2 5 10 16 28 24 79 31 12 L L
2024-05-15 Mavericks Thunder Away 27 46 5 5 14 17 24 30 76 35 13 W W
2024-05-15 Thunder Mavericks Home 20 33 2 8 7 15 22 22 87 40 10 L L
2024-05-14 Timberwolves Nuggets Away 30 33 7 7 14 20 26 18 78 26 19 L L
2024-05-14 Pacers Knicks Away 24 29 6 5 18 19 32 22 72 27 22 L L
2024-05-14 Nuggets Timberwolves Home 30 38 5 6 12 17 28 22 80 19 18 W W
2024-05-14 Knicks Pacers Home 26 53 5 7 9 22 38 31 101 35 19 W W
2024-05-13 Cavaliers Celtics Home 26 32 3 8 8 17 30 27 94 48 7 L L
2024-05-13 Mavericks Thunder Home 26 47 13 4 14 18 30 24 88 35 23 W L
2024-05-13 Thunder Mavericks Away 18 45 9 8 8 20 20 23 92 27 24 L W
2024-05-13 Celtics Cavaliers Away 15 48 4 6 15 12 37 25 78 32 24 W W