🏀 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
2023-11-01 Heat Nets Home 22 46 5 10 18 20 32 24 91 38 18 W L
2023-11-01 Wizards Hawks Away 32 35 3 14 11 25 30 21 101 40 14 L L
2023-11-01 Bucks Raptors Away 19 29 2 9 12 17 18 26 76 34 38 L L
2023-11-01 Knicks Cavaliers Home 18 50 3 10 14 16 22 28 92 30 30 W L
2023-11-01 Pacers Celtics Away 26 31 6 6 9 20 27 27 101 37 12 L L
2023-11-01 Raptors Bucks Home 35 50 6 7 18 25 31 35 91 38 14 W W
2023-11-01 Nets Heat Away 27 47 4 11 18 18 29 17 82 36 26 W W
2023-11-01 Cavaliers Knicks Away 22 46 5 7 18 27 24 25 74 32 20 W W
2023-11-01 Pistons Trail Blazers Home 24 38 4 12 18 31 32 27 90 29 11 L L
2023-11-01 Hawks Wizards Home 26 57 3 8 21 16 25 34 92 32 32 W W
2023-11-01 Hornets Rockets Away 21 44 8 9 16 19 27 31 90 27 25 L L
2023-11-01 Mavericks Bulls Home 23 45 2 7 15 11 26 23 81 48 28 W W
2023-11-01 Timberwolves Nuggets Home 20 47 5 9 14 15 28 35 83 21 27 W W
2023-11-01 Rockets Hornets Home 35 38 2 10 17 22 39 22 84 37 23 W W
2023-11-01 Warriors Kings Home 32 36 6 5 18 17 28 28 81 31 15 L W
2023-11-01 Nuggets Timberwolves Away 23 43 10 6 16 22 21 23 96 33 10 L L
2023-11-01 Jazz Grizzlies Home 35 50 3 7 21 22 42 37 87 43 24 W W
2023-11-01 Clippers Lakers Away 22 46 1 12 13 31 37 24 99 34 27 L L
2023-10-31 Spurs Suns Away 25 37 9 10 12 17 18 27 92 37 20 L W
2023-10-31 Clippers Magic Home 29 44 4 10 16 26 13 34 89 31 23 W W