🏀 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
2023-11-22 Cavaliers Heat Home 25 34 6 5 19 17 26 29 77 30 14 L L
2023-11-22 Warriors Suns Away 29 43 3 10 16 34 31 16 90 32 29 L L
2023-11-22 Clippers Spurs Away 29 50 3 10 16 23 26 28 85 28 29 W W
2023-11-22 Magic Nuggets Home 27 41 7 9 12 21 28 28 81 29 30 W W
2023-11-22 Timberwolves 76ers Home 28 48 8 10 13 21 37 20 89 26 24 W W
2023-11-22 Spurs Clippers Home 26 44 6 8 14 24 14 34 91 38 23 L L
2023-11-22 Hawks Nets Home 24 58 8 10 14 18 45 32 116 49 29 W W
2023-11-22 Celtics Bucks Home 27 43 5 3 15 15 29 38 84 42 17 W W
2023-11-22 Mavericks Lakers Away 21 48 4 5 4 18 29 33 96 50 16 W W
2023-11-22 Lakers Mavericks Home 26 51 2 1 13 17 25 21 84 29 19 W L
2023-11-22 Raptors Pacers Away 26 46 3 7 19 15 27 41 90 27 30 W W
2023-11-22 Thunder Bulls Home 24 45 12 4 14 17 26 24 75 29 38 W W
2023-11-22 Hornets Wizards Home 27 49 4 6 13 15 21 28 91 37 21 W W
2023-11-22 Wizards Hornets Away 26 47 3 7 10 18 24 32 97 32 18 L L
2023-11-21 Trail Blazers Suns Away 20 30 3 8 13 20 21 30 87 31 20 L L
2023-11-21 Hawks Pacers Home 28 39 4 8 15 23 40 46 95 31 28 W L
2023-11-21 Lakers Jazz Home 35 52 5 6 15 15 32 30 86 29 27 W W
2023-11-21 Cavaliers 76ers Away 33 56 4 9 16 21 27 38 94 25 25 W W
2023-11-21 Suns Trail Blazers Home 26 38 8 8 15 18 34 22 76 17 28 W W
2023-11-21 76ers Cavaliers Home 19 44 8 12 14 25 24 29 96 35 34 L L