🏀 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
2025-04-24 Nuggets Clippers Away 20 38 3 4 16 21 28 19 77 26 20 L L
2025-04-24 Thunder Grizzlies Away 24 43 4 10 11 23 29 22 86 38 33 W W
2025-04-24 Knicks Pistons Away 22 40 7 11 9 22 33 33 86 32 29 W W
2025-04-24 Grizzlies Thunder Home 23 41 7 9 16 23 40 37 83 42 26 W L
2025-04-23 Magic Celtics Away 18 34 4 6 7 23 21 26 82 29 24 L L
2025-04-23 Rockets Warriors Home 21 47 4 9 10 17 28 32 86 40 20 W W
2025-04-23 Warriors Rockets Away 22 33 6 7 15 18 18 28 80 43 18 L L
2025-04-23 Cavaliers Heat Home 24 34 1 10 8 13 25 43 82 45 23 W W
2025-04-23 Celtics Magic Home 17 46 4 6 10 19 23 27 80 37 33 W W
2025-04-23 Heat Cavaliers Away 27 38 3 3 13 19 24 27 81 45 16 L L
2025-04-22 Bucks Pacers Away 26 43 6 3 15 19 30 30 87 35 19 L L
2025-04-22 Grizzlies Thunder Away 17 42 5 3 14 13 17 35 91 31 14 L L
2025-04-22 Pacers Bucks Home 30 38 3 8 8 19 40 28 90 36 19 W W
2025-04-22 Thunder Grizzlies Home 21 55 8 8 7 16 32 38 104 45 16 W W
2025-04-22 Timberwolves Lakers Away 14 34 2 6 11 22 15 28 79 25 25 L L
2025-04-22 Lakers Timberwolves Home 23 41 6 4 12 24 34 24 75 29 20 W W
2025-04-21 Clippers Nuggets Away 24 32 5 13 11 19 25 30 85 34 12 L W
2025-04-21 Knicks Pistons Home 15 34 1 8 14 22 18 31 81 35 19 L L
2025-04-21 Pistons Knicks Away 11 48 4 7 15 24 25 30 74 27 34 W W
2025-04-21 Nuggets Clippers Home 23 50 1 8 20 14 31 21 79 32 22 W L