🏀 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
2023-10-30 Pistons Thunder Away 31 41 5 6 17 25 21 26 91 28 24 L L
2023-10-30 Jazz Nuggets Away 30 51 2 6 13 21 21 24 98 37 15 L L
2023-10-30 Pelicans Warriors Home 23 39 3 8 11 18 27 30 93 39 26 L L
2023-10-30 Pacers Bulls Home 26 47 5 7 17 24 30 25 88 46 25 W L
2023-10-30 Celtics Wizards Away 31 51 6 11 18 21 42 35 102 53 7 W W
2023-10-30 Bucks Heat Home 24 43 5 8 15 23 28 34 87 37 30 W W
2023-10-29 Kings Lakers Home 30 47 7 6 10 28 41 25 104 48 24 W W
2023-10-29 Lakers Kings Away 27 53 4 4 12 22 28 27 98 45 34 L L
2023-10-29 Warriors Rockets Away 27 49 6 6 14 18 26 31 81 45 23 W W
2023-10-29 Clippers Spurs Home 23 48 5 15 16 16 23 33 91 42 21 W W
2023-10-29 Thunder Nuggets Home 22 29 4 8 10 14 23 28 90 32 18 L L
2023-10-29 76ers Trail Blazers Home 28 51 17 10 16 20 36 30 82 28 40 W W
2023-10-29 Nuggets Thunder Away 34 48 5 8 13 21 34 35 88 27 13 W W
2023-10-29 Hawks Bucks Away 32 46 2 15 17 17 31 37 93 37 22 W W
2023-10-29 Spurs Clippers Away 21 37 6 9 25 23 17 20 80 33 16 L L
2023-10-29 Bucks Hawks Home 22 39 3 10 23 22 25 22 86 44 20 L L
2023-10-29 Trail Blazers 76ers Away 19 42 9 10 16 26 28 32 94 31 22 L L
2023-10-29 Rockets Warriors Home 22 42 4 7 7 20 24 23 90 33 19 L L
2023-10-28 Wizards Grizzlies Home 24 45 5 9 12 15 25 37 93 46 22 W W
2023-10-28 76ers Raptors Away 25 42 7 8 11 18 27 29 86 28 21 W W