🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-30 21:08:41 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
2023-05-12 Knicks Heat Away 13 41 9 2 12 22 31 19 71 35 32 L L
2023-05-12 Heat Knicks Home 25 40 2 8 7 22 24 27 82 27 25 W W
2023-05-11 Suns Nuggets Home 20 29 5 3 14 22 26 25 79 28 20 L L
2023-05-11 Nuggets Suns Away 24 41 3 10 11 22 44 37 82 22 31 W W
2023-05-11 Celtics 76ers Away 22 50 6 7 18 14 29 21 78 35 16 W W
2023-05-11 76ers Celtics Home 18 38 7 14 12 13 22 21 83 34 19 W L
2023-05-10 Lakers Warriors Away 24 38 4 6 14 17 28 31 87 27 15 L L
2023-05-10 Warriors Lakers Home 29 48 5 8 16 18 32 38 92 35 15 W W
2023-05-10 Heat Knicks Away 27 34 4 11 12 30 24 23 88 43 19 L L
2023-05-10 Knicks Heat Home 23 50 4 6 19 19 14 36 71 34 40 W W
2023-05-09 Nuggets Suns Home 32 50 6 6 10 17 35 17 85 27 28 W W
2023-05-09 Suns Nuggets Away 22 42 7 6 10 22 24 25 88 27 24 L L
2023-05-09 76ers Celtics Away 20 49 5 4 13 24 33 25 79 30 27 W W
2023-05-09 Celtics 76ers Home 21 36 1 4 8 16 26 23 83 38 34 L L
2023-05-08 Warriors Lakers Away 29 40 2 9 16 22 21 31 86 41 12 L L
2023-05-08 Lakers Warriors Home 21 42 1 8 14 15 22 27 86 25 20 L W
2023-05-08 Heat Knicks Home 28 44 4 7 13 21 31 25 85 39 22 W W
2023-05-08 Knicks Heat Away 21 35 4 5 17 23 30 18 76 28 24 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