🏀 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
2025-01-15 Clippers Nets Home 26 46 3 13 14 17 21 37 79 32 30 W W
2025-01-15 Nets Clippers Away 15 39 2 9 20 16 21 14 83 28 22 L L
2025-01-15 Bucks Magic Home 24 49 10 10 21 20 34 28 72 12 35 W W
2025-01-15 Warriors Timberwolves Away 26 45 5 8 12 26 34 21 82 36 21 W W
2025-01-15 76ers Knicks Home 27 35 2 8 12 19 21 26 92 35 14 L L
2025-01-15 Knicks 76ers Away 28 45 3 10 13 14 30 30 86 37 24 W W
2025-01-14 Trail Blazers Nets Home 20 38 3 8 17 16 30 31 86 38 24 L L
2025-01-14 Nuggets Mavericks Away 28 51 7 9 18 20 36 35 83 29 22 W W
2025-01-14 Bucks Kings Home 32 52 4 2 7 21 47 28 99 45 18 W W
2025-01-14 Thunder 76ers Away 32 38 4 10 17 22 37 21 81 36 18 W W
2025-01-14 Hawks Suns Home 22 54 3 10 12 21 33 31 98 41 26 W W
2025-01-14 76ers Thunder Home 23 35 1 10 21 18 21 22 84 44 20 L L
2025-01-14 Pacers Cavaliers Home 30 37 3 10 11 18 30 31 91 28 22 W L
2025-01-14 Suns Hawks Away 28 37 4 10 13 17 31 25 84 35 27 W L
2025-01-14 Nets Trail Blazers Away 36 44 2 11 11 21 40 26 90 41 18 W W
2025-01-14 Cavaliers Pacers Away 25 49 6 8 14 18 37 25 89 44 31 W W
2025-01-14 Mavericks Nuggets Home 27 30 6 14 12 17 21 24 90 32 22 L L
2025-01-14 Pelicans Bulls Away 32 46 5 11 10 13 29 24 96 50 26 W W
2025-01-14 Bulls Pelicans Home 31 57 6 8 15 19 33 26 102 43 12 W L
2025-01-14 Kings Bucks Away 25 45 5 4 9 16 26 28 95 42 18 L L