🏀 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
2023-05-07 76ers Celtics Home 19 44 3 9 9 23 27 32 91 34 22 W W
2023-05-07 Celtics 76ers Away 25 44 12 3 10 21 19 31 87 44 22 L L
2023-05-07 Suns Nuggets Home 28 37 4 6 13 24 32 31 81 29 29 W W
2023-05-07 Nuggets Suns Away 28 32 2 6 9 19 34 27 89 22 23 L L
2023-05-06 Heat Knicks Home 17 50 5 3 14 25 29 29 90 32 31 L W
2023-05-06 Lakers Warriors Home 27 44 6 10 13 21 23 36 80 31 37 W W
2023-05-06 Warriors Lakers Away 26 42 6 5 19 22 30 18 91 44 17 L L
2023-05-06 Knicks Heat Away 15 48 3 4 13 22 21 23 91 40 22 L L
2023-05-05 76ers Celtics Home 21 42 8 7 14 20 29 21 78 37 27 W L
2023-05-05 Celtics 76ers Away 25 45 7 9 12 23 28 29 86 45 23 W W
2023-05-05 Suns Nuggets Home 24 41 6 5 9 24 29 38 95 28 18 L W
2023-05-05 Nuggets Suns Away 27 51 5 6 13 21 31 21 97 30 21 L L
2023-05-04 Lakers Warriors Away 27 40 3 9 9 15 33 23 94 34 17 L L
2023-05-04 Warriors Lakers Home 38 55 3 2 16 23 26 41 95 42 16 W W
2023-05-03 Celtics 76ers Home 26 46 8 6 7 17 28 29 92 51 16 W W
2023-05-03 76ers Celtics Away 13 41 8 2 13 17 22 27 79 30 23 L L
2023-05-02 Heat Knicks Away 24 34 2 1 7 24 29 25 85 49 17 L L
2023-05-02 Lakers Warriors Away 24 53 10 4 8 12 29 36 92 25 29 W W
2023-05-02 Knicks Heat Home 23 50 2 4 11 20 31 20 82 40 30 W W
2023-05-02 Warriors Lakers Home 30 49 3 5 8 24 31 33 106 53 6 L L