🏀 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
2025-03-01 Wizards Hornets Away 33 48 7 13 15 10 24 30 88 50 17 W W
2025-03-01 Warriors 76ers Away 33 49 4 7 15 19 30 25 100 42 19 L L
2025-03-01 Rockets Kings Home 18 43 2 7 15 16 21 38 86 35 23 L L
2025-03-01 Pistons Nets Home 31 47 15 5 23 29 39 29 72 28 29 W W
2025-03-01 Kings Rockets Away 21 46 5 13 13 17 25 38 87 28 21 W W
2025-03-01 Hornets Wizards Home 28 44 5 9 17 14 25 34 93 42 6 W L
2025-03-01 Nets Pistons Away 19 38 8 12 12 24 22 23 95 39 35 L L
2025-03-01 76ers Warriors Home 27 40 3 8 14 19 30 37 85 33 28 W W
2025-02-28 Trail Blazers Nets Away 31 36 4 11 20 20 33 31 78 36 27 W W
2025-02-28 Heat Pacers Home 34 39 4 7 14 11 29 39 84 32 13 W W
2025-02-28 Pacers Heat Away 35 30 3 10 10 11 35 34 88 39 8 W L
2025-02-28 Bulls Raptors Home 32 45 4 11 11 16 27 27 101 49 25 W W
2025-02-28 Celtics Cavaliers Home 20 40 5 5 11 19 38 36 89 39 17 W L
2025-02-28 Nets Trail Blazers Home 20 45 2 13 21 23 25 22 87 29 27 L L
2025-02-28 Clippers Lakers Away 25 44 1 11 17 19 25 29 87 37 21 L L
2025-02-28 Suns Pelicans Home 35 35 3 6 15 18 40 23 79 40 13 W W
2025-02-28 Pelicans Suns Away 28 35 3 10 14 13 18 24 87 28 15 L L
2025-02-28 Nuggets Pistons Away 28 50 8 5 19 18 39 29 84 31 31 W W
2025-02-28 Thunder Hawks Away 37 43 1 10 11 18 40 31 101 50 12 W W
2025-02-28 Raptors Bulls Away 30 51 3 4 14 21 30 33 103 37 20 L L