🏀 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
2023-12-26 Timberwolves Thunder Away 22 34 1 8 24 16 35 25 73 27 32 L L
2023-12-26 Trail Blazers Kings Home 28 46 5 5 10 17 32 35 98 40 20 W W
2023-12-26 Hawks Bulls Away 24 40 3 6 16 21 17 39 89 45 21 L L
2023-12-26 Kings Trail Blazers Away 25 40 7 5 12 16 33 27 93 42 16 L L
2023-12-26 Nets Pistons Away 22 42 7 6 9 22 25 36 82 22 43 W W
2023-12-26 Wizards Magic Home 27 47 8 10 20 21 33 27 87 42 21 W L
2023-12-26 Thunder Timberwolves Home 35 29 7 9 15 24 40 26 81 39 16 W W
2023-12-26 Hornets Clippers Away 31 42 6 8 11 23 27 23 93 29 16 L L
2023-12-26 Pacers Rockets Away 28 45 7 5 20 22 33 31 82 43 21 W W
2023-12-26 Jazz Spurs Away 34 53 7 4 14 21 27 37 95 43 22 W W
2023-12-26 Pistons Nets Home 20 52 4 6 14 27 31 23 90 25 32 W L
2023-12-26 Grizzlies Pelicans Away 24 50 17 10 18 24 24 19 90 46 32 W W
2023-12-26 Bulls Hawks Home 23 48 2 10 10 17 28 22 92 25 31 W W
2023-12-26 Spurs Jazz Home 36 43 8 8 9 18 32 28 98 35 21 W L
2023-12-26 Magic Wizards Away 30 40 5 11 16 16 33 30 93 26 25 W W
2023-12-26 Pelicans Grizzlies Home 18 46 6 12 15 26 19 29 97 31 33 L L
2023-12-25 Heat 76ers Home 27 56 7 5 14 17 26 37 84 32 35 W W
2023-12-25 Warriors Nuggets Away 23 39 3 7 13 23 26 28 87 40 23 L L
2023-12-25 Knicks Bucks Home 27 41 4 7 12 18 36 26 92 26 26 W W
2023-12-25 Bucks Knicks Away 26 44 4 7 11 23 27 24 95 42 24 L L