🏀 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
2023-10-28 Timberwolves Heat Home 30 47 3 9 16 17 26 29 86 34 8 W W
2023-10-28 Jazz Suns Away 26 45 5 6 19 20 27 23 91 37 14 L L
2023-10-28 Pistons Bulls Home 29 53 4 4 17 18 29 28 86 28 20 W W
2023-10-28 Suns Jazz Home 31 39 7 10 11 19 37 29 85 37 28 W W
2023-10-28 Heat Timberwolves Away 24 42 1 6 15 12 31 22 87 38 14 L L
2023-10-28 Knicks Pelicans Away 19 59 3 7 19 17 12 25 90 37 18 L L
2023-10-28 Grizzlies Wizards Away 27 45 8 7 18 21 22 24 91 47 9 L L
2023-10-28 Bulls Pistons Away 16 33 5 10 8 20 26 18 93 28 16 L L
2023-10-28 Cavaliers Pacers Home 29 51 6 2 7 16 37 12 99 31 24 W L
2023-10-28 Pacers Cavaliers Away 36 48 4 3 8 20 31 29 98 38 17 W W
2023-10-28 Raptors 76ers Home 28 41 5 5 13 19 36 23 87 32 19 W L
2023-10-28 Pelicans Knicks Home 20 43 5 8 13 22 26 29 87 33 16 L W
2023-10-27 Thunder Cavaliers Away 22 47 10 8 18 17 31 21 87 26 19 W W
2023-10-27 Celtics Heat Home 20 55 6 7 15 19 25 35 95 39 19 W W
2023-10-27 Warriors Kings Away 32 39 3 14 19 24 24 36 87 32 14 W W
2023-10-27 Mavericks Nets Home 20 40 2 5 9 15 26 31 91 36 28 L W
2023-10-27 Magic Trail Blazers Away 22 45 5 10 14 16 31 32 79 28 32 W W
2023-10-27 Trail Blazers Magic Home 15 47 1 6 16 24 26 29 88 32 21 L L
2023-10-27 Hornets Pistons Home 20 41 7 13 18 23 21 26 88 28 34 L L
2023-10-27 Pistons Hornets Away 28 53 6 7 24 29 32 22 88 30 25 L W