🏀 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
2023-04-05 Celtics Raptors Home 20 48 7 5 15 14 31 25 89 38 18 W W
2023-04-05 Bucks Bulls Home 26 53 3 7 13 13 28 21 92 46 11 W W
2023-04-05 Wizards Hawks Away 23 39 9 10 14 26 32 28 94 28 26 L L
2023-04-05 Hawks Wizards Home 30 48 5 10 17 23 33 34 84 30 40 W W
2023-04-05 Pistons Nets Home 27 34 3 5 14 18 34 23 84 28 14 L L
2023-04-05 Pelicans Grizzlies Home 35 44 8 9 16 22 32 20 88 39 39 W W
2023-04-05 Clippers Lakers Home 23 38 4 9 13 18 37 34 82 36 27 W W
2023-04-05 Mavericks Kings Home 24 39 7 4 10 18 28 32 89 44 18 L W
2023-04-05 Raptors Celtics Away 20 50 7 10 12 19 28 16 90 33 17 W L
2023-04-05 Knicks Pacers Away 34 52 8 13 18 21 38 32 100 46 25 W W
2023-04-04 Hawks Bulls Away 26 48 7 5 17 18 36 29 86 28 19 W W
2023-04-04 Nets Timberwolves Home 21 40 8 6 10 18 24 30 90 35 14 L L
2023-04-04 Pelicans Kings Home 20 37 4 6 14 14 22 32 84 20 27 L L
2023-04-04 Warriors Thunder Home 25 54 6 6 14 22 36 33 95 47 30 W W
2023-04-04 Celtics 76ers Away 28 43 4 4 8 17 22 24 91 45 16 L L
2023-04-04 Heat Pistons Away 26 33 2 12 8 18 31 28 80 36 26 W W
2023-04-04 76ers Celtics Home 21 37 7 3 12 21 28 25 78 29 16 L W
2023-04-04 Raptors Hornets Away 27 41 7 13 7 18 25 36 88 33 28 W W
2023-04-04 Trail Blazers Grizzlies Away 23 49 7 7 10 18 25 37 97 42 17 W L
2023-04-04 Rockets Nuggets Home 23 55 3 12 13 16 31 25 102 31 24 W W