🏀 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
2025-01-03 Thunder Knicks Home 27 41 7 9 13 17 33 21 84 27 21 W W
2025-01-03 Magic Raptors Away 32 42 8 10 11 15 37 25 79 44 17 W W
2025-01-02 Bucks Nets Home 21 46 6 6 14 21 23 31 90 37 28 L L
2025-01-02 Clippers Thunder Away 25 45 1 6 19 18 30 22 81 32 17 L L
2025-01-02 Heat Pacers Home 34 39 6 6 14 13 25 25 75 26 21 W L
2025-01-02 Thunder Clippers Home 29 35 3 11 9 14 22 26 86 38 20 W W
2025-01-02 Nets Bucks Away 26 51 3 8 14 21 30 36 88 39 28 W W
2025-01-02 76ers Warriors Away 17 33 6 11 11 16 19 33 81 31 34 L L
2025-01-02 Warriors 76ers Home 41 43 8 5 11 22 35 33 87 39 15 W W
2025-01-02 Celtics Timberwolves Away 30 31 4 9 3 16 28 34 92 57 6 L W
2025-01-02 Timberwolves Celtics Home 24 41 2 1 15 11 35 16 74 39 22 L L
2025-01-02 Lakers Trail Blazers Home 30 43 3 8 12 17 27 33 94 43 14 W W
2025-01-02 Trail Blazers Lakers Away 24 42 4 6 18 15 31 20 80 26 21 L L
2025-01-02 Pacers Heat Away 35 39 4 9 6 16 38 28 96 40 16 W W
2025-01-01 Hawks Nuggets Away 34 44 5 10 13 16 33 38 100 46 21 W L
2025-01-01 Magic Pistons Away 18 33 5 18 12 21 21 28 91 35 20 L L
2025-01-01 Jazz Knicks Away 23 45 6 7 16 19 25 21 96 43 15 L L
2025-01-01 Mavericks Rockets Away 19 38 12 9 20 20 30 22 75 28 16 L L
2025-01-01 Pelicans Heat Away 25 31 7 4 10 15 24 27 80 34 22 L L
2025-01-01 Raptors Nets Home 36 39 6 8 10 20 26 39 88 32 13 W W