🏀 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
2025-10-22 Hawks Raptors Home 25 34 6 7 15 24 34 25 90 35 37 L L
2025-10-22 Nets Hornets Away 25 38 3 8 17 28 32 28 88 40 34 L L
2025-10-21 Rockets Thunder Away 23 52 5 6 22 26 30 27 97 39 31 L L
2025-10-21 Thunder Rockets Home 29 38 4 12 11 27 27 24 104 52 25 L W
2025-10-21 Lakers Warriors Home 23 39 2 7 19 21 22 32 77 32 28 L L
2025-10-21 Warriors Lakers Away 29 40 4 10 18 27 28 27 78 40 29 W W
2025-10-17 Nuggets Thunder Away 23 45 5 13 13 19 21 38 86 45 17 W L
2025-10-17 Pacers Spurs Away 26 38 6 9 19 28 28 35 94 44 15 L L
2025-10-17 Knicks Hornets Home 28 44 4 11 15 20 30 34 92 48 18 W W
2025-10-17 Heat Grizzlies Home 29 38 2 5 14 27 32 36 91 33 25 L L
2025-10-17 76ers Timberwolves Home 27 47 6 15 17 23 30 30 97 37 23 W W
2025-10-17 Nets Raptors Away 28 46 3 5 23 28 27 29 82 40 29 L L
2025-10-17 Thunder Nuggets Home 22 49 5 8 17 15 22 24 84 53 13 W W
2025-10-17 Warriors Clippers Home 25 39 3 12 23 19 21 22 86 46 11 L L
2025-10-17 Grizzlies Heat Away 26 50 4 7 13 20 29 35 87 39 39 W W
2025-10-17 Timberwolves 76ers Away 22 39 5 9 22 20 24 29 80 35 32 L L
2025-10-17 Hornets Knicks Away 30 41 3 9 21 20 29 25 83 41 22 L L
2025-10-17 Kings Lakers Away 26 40 4 7 16 23 36 22 75 29 28 W W
2025-10-17 Spurs Pacers Home 31 42 10 9 15 19 39 27 87 35 30 W W
2025-10-17 Lakers Kings Home 28 33 3 10 9 21 34 27 86 43 29 W L