🏀 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
2025-10-06 Grizzlies Pistons Home 21 38 7 13 18 27 42 22 88 49 29 W L
2025-10-06 Hawks Rockets Away 32 43 5 14 13 26 23 37 91 49 27 W L
2025-10-06 Rockets Hawks Home 24 64 6 6 19 17 24 40 81 34 35 W W
2025-10-06 Nuggets Raptors Away 22 48 6 8 31 22 34 30 67 29 35 W W
2025-10-06 Raptors Nuggets Home 26 38 0 17 11 31 26 30 97 42 27 W L
2025-10-06 Loong-Lions Spurs Away 19 30 2 12 20 18 22 23 77 34 24 L L
2025-10-06 Heat Bucks Home 25 60 4 8 23 19 23 26 85 28 28 W L
2025-10-06 Mavericks Thunder Home 26 58 12 5 21 20 29 37 81 35 30 W W
2025-10-05 Lakers Warriors Away 25 43 5 7 18 20 31 24 84 34 27 L L
2025-10-05 Thunder Hornets Away 33 44 2 11 14 24 36 34 94 49 19 W W
2025-10-05 Warriors Lakers Home 35 44 7 11 18 24 32 30 84 43 21 W W
2025-10-05 Hornets Thunder Home 23 47 4 8 17 14 26 31 94 51 30 L L
2025-10-04 Knicks 76ers Away 21 43 4 10 14 24 32 28 86 36 33 W W
2025-10-04 Heat Magic Home 27 40 5 10 18 27 29 32 85 29 38 W L
2025-10-04 Nuggets Timberwolves Home 27 37 4 9 15 22 28 35 75 28 28 W L
2025-10-04 76ers Knicks Home 22 41 6 11 19 24 23 24 79 33 31 W L
2025-10-04 Nets Jerusalem B.C. Home 31 52 4 7 15 28 34 36 87 38 16 W W
2025-10-04 Timberwolves Nuggets Away 32 41 3 7 11 24 40 32 88 30 26 W W
2025-10-04 Phoenix Pelicans Away 24 42 6 7 10 21 21 34 103 46 20 L L
2025-10-04 Magic Heat Away 21 58 9 10 18 29 21 29 98 39 31 W W