🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-02 02:38:11 UTC  ·  139,006 total games

📂 View Dataset
📊 Model Performance
75.4%
Test Accuracy
125,105
Training Games
13,901
Testing Games
139,006
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
2023-02-14 Kings Suns Away 23 40 4 8 17 21 29 29 83 38 24 L L
2023-02-14 Suns Kings Home 33 37 4 12 15 17 27 35 88 22 16 W W
2023-02-14 Raptors Magic Home 31 40 11 9 20 16 35 30 83 24 20 W W
2023-02-14 Magic Raptors Away 26 29 2 6 19 17 27 43 84 31 18 L L
2023-02-14 Bucks Celtics Home 29 52 3 6 19 23 27 37 90 42 35 W W
2023-02-14 Celtics Bucks Away 28 44 1 8 13 26 35 28 99 50 20 L L
2023-02-13 Wizards Warriors Away 26 33 3 10 17 15 39 27 80 28 21 L L
2023-02-13 Warriors Wizards Home 40 34 0 10 16 19 29 42 89 40 15 W W
2023-02-13 Lakers Trail Blazers Away 24 56 5 6 13 16 19 27 95 37 21 W L
2023-02-13 Trail Blazers Lakers Home 27 42 9 7 7 15 34 31 97 47 13 W W
2023-02-13 Timberwolves Mavericks Away 28 39 2 8 12 26 33 32 83 29 26 W W
2023-02-13 Mavericks Timberwolves Home 21 33 1 5 11 21 23 31 84 39 29 L L
2023-02-13 Bulls Magic Home 17 44 3 8 16 21 21 23 86 21 19 L L
2023-02-13 Magic Bulls Away 24 42 6 8 18 19 25 24 81 27 19 L W
2023-02-13 Thunder Pelicans Home 20 43 3 8 17 17 25 26 90 33 18 L L
2023-02-13 Pelicans Thunder Away 19 33 8 13 19 21 33 27 74 30 18 L W
2023-02-13 Nuggets Heat Away 34 39 4 3 13 18 27 38 76 28 15 W W
2023-02-13 Heat Nuggets Home 25 34 4 9 9 14 36 26 89 35 20 W L
2023-02-13 Nets Knicks Away 18 39 3 3 10 19 26 35 78 29 33 L L
2023-02-13 Knicks Nets Home 18 38 3 4 8 24 32 26 82 34 26 L W