🏀 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
2025-04-27 Magic Celtics Home 23 38 4 5 10 24 29 19 88 30 20 L L
2025-04-27 Pacers Bucks Away 36 41 7 3 11 16 30 33 83 39 13 W W
2025-04-27 Lakers Timberwolves Away 23 41 7 6 10 23 32 26 80 47 25 W L
2025-04-27 Timberwolves Lakers Home 19 49 2 8 9 19 28 33 90 36 33 W W
2025-04-26 Heat Cavaliers Home 18 29 3 6 16 17 20 22 76 34 10 L L
2025-04-26 Grizzlies Thunder Home 24 51 10 4 21 32 31 28 80 31 30 W L
2025-04-26 Rockets Warriors Away 19 51 6 5 14 17 22 27 86 28 24 L L
2025-04-26 Warriors Rockets Home 26 45 6 9 10 21 18 28 90 45 15 W W
2025-04-26 Clippers Nuggets Home 25 43 5 7 9 20 22 26 88 30 16 W L
2025-04-26 Nuggets Clippers Away 28 47 4 7 12 17 27 23 87 29 16 W W
2025-04-26 Cavaliers Heat Away 32 46 1 7 9 15 33 29 86 40 20 W W
2025-04-26 Thunder Grizzlies Away 22 33 7 13 8 20 34 26 94 35 35 L W
2025-04-25 Celtics Magic Away 15 39 5 9 19 20 27 32 74 27 22 L L
2025-04-25 Bucks Pacers Home 28 48 4 8 13 18 26 21 89 41 22 W W
2025-04-25 Lakers Timberwolves Away 21 38 7 5 16 23 26 32 78 40 20 L L
2025-04-25 Pacers Bucks Away 32 40 4 8 14 20 26 31 90 41 13 L L
2025-04-25 Timberwolves Lakers Home 24 38 5 10 8 19 32 22 91 36 21 W W
2025-04-25 Magic Celtics Home 16 42 4 9 13 23 31 18 83 32 26 L W
2025-04-24 Pistons Knicks Home 22 43 4 6 14 28 27 26 86 37 27 L L
2025-04-24 Clippers Nuggets Home 26 48 8 4 10 18 35 30 83 39 28 W W