🏀 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
2023-12-06 Cavaliers Magic Home 29 45 2 5 17 27 37 28 86 34 20 W W
2023-12-06 Wizards 76ers Home 39 32 6 8 11 22 29 33 92 35 8 W L
2023-12-06 Nets Hawks Away 24 45 6 7 12 19 31 22 94 27 24 L W
2023-12-06 Nuggets Clippers Away 29 46 5 7 11 20 36 21 98 31 9 L L
2023-12-06 Hawks Nets Home 25 49 4 5 13 23 33 23 94 35 18 W L
2023-12-06 Heat Raptors Away 33 44 4 5 7 18 37 27 89 38 19 W W
2023-12-06 Magic Cavaliers Away 22 36 6 10 11 21 20 32 84 23 37 L L
2023-12-06 Clippers Nuggets Home 21 51 9 7 11 14 21 40 87 27 25 W W
2023-12-06 Raptors Heat Home 29 46 8 3 14 18 32 34 86 37 17 W L
2023-12-06 Grizzlies Pistons Away 26 46 8 10 14 9 31 21 91 26 14 W W
2023-12-06 Hornets Bulls Away 25 42 9 9 17 24 24 20 90 37 12 L L
2023-12-06 76ers Wizards Away 29 43 2 7 11 14 25 35 92 27 34 W W
2023-12-06 Spurs Timberwolves Away 23 49 4 7 12 17 22 31 101 36 15 L L
2023-12-06 Warriors Trail Blazers Home 20 50 3 4 17 19 22 26 86 34 33 L W
2023-12-06 Jazz Mavericks Away 22 43 3 6 19 20 29 22 87 33 18 L L
2023-12-06 Mavericks Jazz Home 37 47 5 11 8 14 40 34 101 49 19 W W
2023-12-05 Knicks Bucks Away 27 36 4 8 17 17 35 37 87 23 33 L L
2023-12-05 Bucks Knicks Home 32 37 6 12 12 23 37 38 91 38 19 W W
2023-12-05 Lakers Suns Home 24 45 2 11 10 19 33 26 102 30 25 W W
2023-12-05 Suns Lakers Away 25 44 5 8 22 21 23 24 75 25 21 L L