🏀 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
2024-05-12 Knicks Pacers Away 18 43 2 8 14 12 14 27 89 37 31 L L
2024-05-12 Pacers Knicks Home 31 52 7 9 14 25 34 35 88 31 8 W W
2024-05-12 Nuggets Timberwolves Away 29 31 6 7 12 20 29 35 79 29 15 L W
2024-05-12 Timberwolves Nuggets Home 21 42 3 5 11 21 24 25 82 28 27 L L
2024-05-11 Thunder Mavericks Away 23 41 11 7 14 22 23 29 81 30 19 W L
2024-05-11 Mavericks Thunder Home 21 48 2 7 14 16 26 25 91 33 25 L W
2024-05-11 Celtics Cavaliers Away 22 44 4 3 12 14 30 27 80 34 14 L W
2024-05-11 Cavaliers Celtics Home 17 35 2 4 8 14 28 20 84 36 10 L L
2024-05-10 Timberwolves Nuggets Home 23 32 3 5 16 20 20 21 71 33 25 L L
2024-05-10 Pacers Knicks Home 22 42 6 6 10 20 29 34 89 32 18 W W
2024-05-10 Knicks Pacers Away 19 41 6 6 13 18 20 38 80 27 22 L L
2024-05-10 Nuggets Timberwolves Away 26 40 4 9 11 25 28 28 80 29 20 W W
2024-05-09 Thunder Mavericks Home 25 41 6 5 10 18 32 30 89 30 17 W L
2024-05-09 Celtics Cavaliers Home 22 31 3 5 7 15 24 30 80 35 24 L L
2024-05-09 Mavericks Thunder Away 30 44 6 8 10 21 36 32 90 37 24 W W
2024-05-09 Cavaliers Celtics Away 24 44 3 4 12 20 30 24 86 28 16 L W
2024-05-08 Pacers Knicks Away 33 34 3 5 9 17 36 37 93 34 17 L L
2024-05-08 Knicks Pacers Home 28 44 3 5 11 14 36 27 86 30 22 W W
2024-05-07 Celtics Cavaliers Home 22 55 7 2 9 13 40 19 92 46 14 W W
2024-05-07 Thunder Mavericks Home 29 52 8 8 11 18 23 39 89 35 28 W W