🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-30 18:39:30 UTC  ·  138,972 total games

📂 View Dataset
📊 Model Performance
74.9%
Test Accuracy
125,074
Training Games
13,898
Testing Games
138,972
Total Games
🔧 Feature Columns
teamId home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away A = Assists 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
2023-10-24 Suns Warriors Away 23 60 7 5 19 22 28 33 95 33 17 W W
2023-10-24 Warriors Suns Home 19 49 6 11 11 23 28 18 101 43 28 L L
2023-10-24 Nuggets Lakers Home 29 42 6 9 12 15 34 29 91 34 12 W W
2023-10-24 Lakers Nuggets Away 23 44 4 5 12 18 20 34 90 29 20 L L
2023-06-12 Nuggets Heat Home 21 57 7 6 15 13 22 22 84 28 23 W W
2023-06-12 Heat Nuggets Away 18 44 7 9 8 21 24 27 96 35 16 L L
2023-06-09 Heat Nuggets Home 23 37 3 2 15 19 21 30 78 25 20 L L
2023-06-09 Nuggets Heat Away 26 34 7 11 8 18 20 35 79 28 21 W W
2023-06-07 Heat Nuggets Home 20 33 3 7 4 22 24 24 92 35 19 L L
2023-06-07 Nuggets Heat Away 28 58 5 3 14 18 24 29 80 18 27 W W
2023-06-04 Heat Nuggets Away 28 31 4 5 11 22 26 25 78 35 20 L W
2023-06-04 Nuggets Heat Home 23 38 2 7 14 21 23 34 75 28 22 W L
2023-06-01 Heat Nuggets Away 26 43 4 5 8 15 20 22 96 39 2 L L
2023-06-01 Nuggets Heat Home 29 45 4 4 10 8 29 30 79 27 20 W W
2023-05-29 Celtics Heat Home 18 40 4 6 15 13 15 26 82 42 13 L L
2023-05-29 Heat Celtics Away 26 42 2 7 14 15 22 30 86 28 6 L W
2023-05-27 Heat Celtics Home 22 47 4 5 5 24 29 24 93 30 29 W L
2023-05-27 Celtics Heat Away 18 47 8 4 12 22 34 23 78 35 34 W W
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