🏀 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
2025-02-23 Grizzlies Cavaliers Away 28 37 5 8 13 26 29 27 92 39 31 L L
2025-02-23 Knicks Celtics Away 21 40 1 4 11 15 19 24 92 36 11 L L
2025-02-23 Pelicans Spurs Home 27 69 3 3 16 19 26 14 94 33 26 W W
2025-02-23 Warriors Mavericks Home 30 54 6 10 10 17 33 28 98 40 23 W W
2025-02-23 Wizards Magic Away 22 36 4 5 20 23 29 18 78 38 22 L L
2025-02-23 Thunder Timberwolves Away 32 37 8 9 13 22 35 26 86 35 20 W W
2025-02-22 Bulls Suns Home 29 45 4 9 9 21 30 28 98 53 17 W L
2025-02-22 Hornets Trail Blazers Away 19 37 7 12 15 21 21 19 98 32 21 L L
2025-02-22 Jazz Rockets Home 28 58 3 4 8 18 29 27 98 40 27 W W
2025-02-22 Rockets Jazz Away 33 41 2 3 7 17 28 34 100 43 18 L L
2025-02-22 76ers Nets Home 21 43 5 8 13 15 30 22 85 39 24 W L
2025-02-22 Suns Bulls Away 29 49 3 7 11 11 20 40 89 30 28 W W
2025-02-22 Lakers Nuggets Away 27 39 9 15 8 20 38 25 86 41 25 W W
2025-02-22 Nets 76ers Away 27 39 8 10 16 19 40 23 81 28 19 W W
2025-02-22 Nuggets Lakers Home 28 45 1 6 20 18 31 23 85 41 21 L L
2025-02-22 Trail Blazers Hornets Home 37 57 7 11 18 22 38 35 87 43 27 W W
2025-02-21 Jazz Thunder Home 27 43 2 7 19 15 22 25 90 41 18 L L
2025-02-21 Spurs Pistons Home 27 32 5 12 15 20 27 35 84 29 22 W L
2025-02-21 Timberwolves Rockets Away 22 35 6 10 9 22 38 29 92 38 26 L L
2025-02-21 Heat Raptors Away 20 44 3 8 12 22 30 27 90 36 18 L W