🏀 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
2025-01-27 Knicks Grizzlies Home 32 46 7 20 10 16 34 26 108 44 18 W W
2025-01-27 Kings Nets Away 31 44 4 7 17 24 22 25 82 28 17 L W
2025-01-27 Bulls Nuggets Home 35 47 5 11 17 14 32 29 98 53 8 W W
2025-01-27 Timberwolves Hawks Home 18 51 4 13 16 18 28 32 86 40 29 W W
2025-01-27 Bucks Jazz Away 33 46 5 6 12 18 35 33 86 34 17 W W
2025-01-27 Cavaliers Pistons Home 28 53 4 5 9 13 26 29 91 44 23 W W
2025-01-27 Wizards Mavericks Away 23 45 3 5 11 15 16 27 101 37 17 L L
2025-01-27 Magic Heat Away 32 47 4 9 14 19 29 30 98 39 25 W L
2025-01-27 Rockets Celtics Away 29 39 1 7 7 22 31 23 92 41 21 L W
2025-01-27 Hawks Timberwolves Away 24 51 3 10 21 20 20 23 86 43 18 L L
2025-01-27 Clippers Suns Away 22 42 5 12 15 15 30 17 83 32 20 W L
2025-01-27 Mavericks Wizards Home 39 51 7 5 11 20 42 31 92 45 17 W W
2025-01-27 Heat Magic Home 34 43 2 9 16 21 27 28 92 41 21 W W
2025-01-27 Pistons Cavaliers Away 24 45 4 6 10 17 23 22 96 36 11 L L
2025-01-26 Trail Blazers Thunder Home 21 44 6 2 15 27 27 26 81 40 28 L L
2025-01-26 Thunder Trail Blazers Away 24 43 3 7 7 19 27 39 89 30 29 W W
2025-01-25 Kings Knicks Away 33 38 5 5 12 19 25 42 95 36 16 L L
2025-01-25 Warriors Lakers Home 30 38 0 10 11 15 26 32 89 46 16 W L
2025-01-25 Rockets Cavaliers Away 26 45 4 5 11 23 33 35 82 28 45 W W
2025-01-25 Nuggets Timberwolves Away 32 36 3 7 19 13 31 29 88 32 13 L L