🏀 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
2025-04-30 Lakers Timberwolves Home 24 37 1 5 15 25 22 27 78 37 25 L L
2025-04-30 Rockets Warriors Home 23 39 7 9 12 22 40 36 78 30 38 W W
2025-04-30 Timberwolves Lakers Away 25 54 5 8 11 23 31 28 89 47 33 W W
2025-04-30 Warriors Rockets Away 25 49 5 10 14 27 24 25 103 44 22 L L
2025-04-29 Magic Celtics Away 19 44 2 7 9 20 27 22 88 38 22 L L
2025-04-29 Pacers Bucks Home 24 45 4 10 12 19 13 28 93 33 28 L W
2025-04-29 Knicks Pistons Home 19 49 10 5 13 27 23 27 90 25 27 L L
2025-04-29 Celtics Magic Home 30 38 3 5 11 18 23 24 76 24 24 W W
2025-04-29 Nuggets Clippers Home 29 38 7 7 9 21 35 32 86 33 23 W W
2025-04-29 Pistons Knicks Away 21 45 9 9 13 24 22 27 85 29 36 W W
2025-04-29 Clippers Nuggets Away 29 38 8 6 10 21 23 36 82 29 28 W L
2025-04-29 Bucks Pacers Away 25 53 4 9 17 23 30 17 90 40 26 W L
2025-04-28 Heat Cavaliers Home 17 45 2 4 19 18 17 16 89 49 15 L L
2025-04-28 Rockets Warriors Away 18 41 6 6 13 21 26 31 77 23 31 L L
2025-04-28 Warriors Rockets Home 27 34 2 7 8 22 28 22 86 46 22 L W
2025-04-28 Cavaliers Heat Away 26 51 6 15 11 12 43 29 86 47 25 W W
2025-04-27 Knicks Pistons Away 19 38 3 11 10 17 29 21 91 33 18 L W
2025-04-27 Celtics Magic Away 17 46 7 7 10 17 32 21 78 31 32 W W
2025-04-27 Bucks Pacers Home 25 33 1 6 7 18 24 28 89 37 17 L L
2025-04-27 Pistons Knicks Home 18 54 9 6 17 17 19 24 84 29 17 W L