🏀 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
2023-12-16 Nets Warriors Away 31 42 8 6 16 21 25 29 93 43 15 L L
2023-12-16 Heat Bulls Home 26 31 2 7 10 19 36 22 83 35 25 L W
2023-12-16 Knicks Clippers Away 20 39 4 7 10 22 33 33 94 35 26 L L
2023-12-16 Pacers Timberwolves Away 25 40 6 10 15 15 20 35 90 21 16 L L
2023-12-16 Nuggets Thunder Home 30 46 0 5 9 22 31 25 93 32 24 W L
2023-12-16 Kings Jazz Home 36 45 2 6 18 17 35 27 85 45 15 W W
2023-12-16 Bucks Pistons Home 24 49 8 5 15 24 43 38 88 42 32 W W
2023-12-16 Pistons Bucks Away 25 36 4 10 8 23 20 36 96 28 26 L L
2023-12-16 76ers Hornets Away 30 45 6 10 10 17 33 40 88 31 17 W W
2023-12-16 Hawks Cavaliers Away 21 34 4 5 11 21 28 24 85 36 25 L L
2023-12-16 Hornets 76ers Home 15 36 4 3 13 14 17 27 91 35 11 L L
2023-12-16 Jazz Kings Away 28 37 3 8 13 12 23 27 86 37 21 L L
2023-12-16 Mavericks Trail Blazers Away 27 47 2 7 13 17 36 38 97 47 21 W W
2023-12-16 Clippers Knicks Home 36 42 6 8 9 21 35 42 88 33 34 W W
2023-12-16 Thunder Nuggets Away 22 40 9 4 11 19 27 27 84 21 30 L W
2023-12-16 Trail Blazers Mavericks Home 17 44 2 8 11 21 39 24 94 32 22 L L
2023-12-16 Bulls Heat Away 25 40 4 8 15 19 24 33 77 38 29 W L
2023-12-16 Cavaliers Hawks Home 32 49 3 8 11 22 41 29 101 42 15 W W
2023-12-16 Timberwolves Pacers Home 33 36 4 10 15 16 23 34 86 30 16 W W
2023-12-16 Warriors Nets Home 29 42 5 7 14 15 32 38 91 32 20 W W