🏀 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
2023-05-25 Heat Celtics Away 20 36 2 6 16 13 20 24 78 23 10 L L
2023-05-25 Celtics Heat Home 23 37 4 13 10 9 35 26 79 39 19 W W
2023-05-23 Celtics Heat Away 28 39 8 8 10 24 23 27 84 45 18 W W
2023-05-23 Heat Celtics Home 18 44 2 5 16 18 29 27 78 32 28 L L
2023-05-22 Nuggets Lakers Away 25 40 9 3 11 20 28 30 85 33 22 L W
2023-05-22 Lakers Nuggets Home 20 38 4 5 6 19 34 39 86 20 26 W L
2023-05-21 Celtics Heat Away 25 57 3 3 15 24 22 24 98 42 17 L L
2023-05-21 Heat Celtics Home 25 35 4 7 10 16 30 31 81 35 21 W W
2023-05-20 Nuggets Lakers Away 30 39 1 7 6 19 32 26 88 41 19 W W
2023-05-20 Lakers Nuggets Home 27 45 2 3 12 18 20 35 84 32 29 W L
2023-05-19 Celtics Heat Home 22 35 9 2 15 20 25 25 79 35 24 L L
2023-05-19 Heat Celtics Away 23 45 5 9 11 17 24 30 92 26 19 W W
2023-05-18 Nuggets Lakers Home 27 49 2 8 17 18 27 21 89 38 18 W W
2023-05-18 Lakers Nuggets Away 26 40 7 10 12 19 27 26 82 30 26 W L
2023-05-17 Heat Celtics Away 20 35 3 12 15 22 28 29 85 31 19 L W
2023-05-17 Celtics Heat Home 22 34 3 6 15 18 30 36 81 29 29 L L
2023-05-16 Lakers Nuggets Away 30 30 4 6 7 21 25 29 84 24 26 L L
2023-05-16 Nuggets Lakers Home 29 47 7 5 11 21 37 35 91 32 22 W W
2023-05-14 Celtics 76ers Home 18 43 7 7 8 13 23 32 87 33 18 W W
2023-05-14 76ers Celtics Away 15 37 7 4 14 14 29 23 83 37 19 L L