🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-01 03:17:45 UTC  ·  138,992 total games

📂 View Dataset
📊 Model Performance
75.6%
Test Accuracy
125,092
Training Games
13,900
Testing Games
138,992
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
2023-03-18 Jazz Celtics Home 29 56 5 3 7 14 24 33 97 41 22 W W
2023-03-18 Celtics Jazz Away 30 40 2 2 8 17 34 30 88 51 16 L L
2023-03-18 Wizards Kings Home 27 46 5 6 10 18 33 27 91 36 27 W L
2023-03-18 Kings Wizards Away 34 44 7 7 8 22 37 34 86 37 23 W W
2023-03-18 Heat Bulls Away 23 39 2 4 14 10 19 26 82 37 24 L L
2023-03-18 Bulls Heat Home 34 32 5 8 14 18 33 37 80 34 6 W W
2023-03-18 Grizzlies Warriors Home 35 39 5 5 7 24 33 38 95 38 17 W W
2023-03-18 Warriors Grizzlies Away 27 42 8 3 13 21 23 36 91 35 34 L L
2023-03-18 76ers Pacers Away 31 30 6 11 8 17 34 38 88 35 22 W W
2023-03-18 Pacers 76ers Home 28 41 5 5 17 17 24 37 87 31 20 L L
2023-03-18 Timberwolves Raptors Away 27 42 2 5 15 23 26 32 85 23 28 L L
2023-03-18 Raptors Timberwolves Home 23 45 3 11 15 25 32 34 90 27 21 W W
2023-03-18 Clippers Magic Home 23 43 3 9 15 24 30 25 90 22 24 L L
2023-03-18 Magic Clippers Away 23 45 5 14 18 22 31 26 84 31 25 W W
2023-03-18 Knicks Nuggets Home 23 43 4 9 12 16 36 26 83 32 28 W W
2023-03-18 Nuggets Knicks Away 30 33 2 3 13 21 28 39 84 33 15 L L
2023-03-17 Mavericks Lakers Away 27 35 4 8 15 26 29 33 79 34 19 L W
2023-03-17 Lakers Mavericks Home 23 42 3 8 12 18 33 21 84 20 31 W L
2023-03-17 Celtics Trail Blazers Away 29 52 2 12 18 19 32 31 87 42 35 W W
2023-03-17 Trail Blazers Celtics Home 20 37 4 12 19 26 24 24 79 38 31 L L