🏀 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
2025-05-06 Cavaliers Pacers Home 24 43 5 11 13 21 32 29 90 39 35 W L
2025-05-06 Timberwolves Warriors Home 19 41 6 7 16 21 20 11 86 29 17 L L
2025-05-06 Warriors Timberwolves Away 26 51 2 10 12 18 18 26 87 42 15 W W
2025-05-06 Pacers Cavaliers Away 28 44 9 7 17 26 15 35 85 28 29 L W
2025-05-05 Thunder Nuggets Home 27 43 11 12 9 27 27 33 100 43 28 W L
2025-05-05 Nuggets Thunder Away 18 63 5 6 18 21 26 24 95 32 33 W W
2025-05-05 Celtics Knicks Home 18 59 5 4 13 22 26 35 97 60 26 W L
2025-05-05 Knicks Celtics Away 19 49 2 10 12 19 25 20 87 37 31 L W
2025-05-04 Cavaliers Pacers Home 25 43 1 8 7 16 25 33 98 38 18 L L
2025-05-04 Warriors Rockets Away 24 38 8 6 7 14 23 28 82 43 9 W W
2025-05-04 Rockets Warriors Home 14 52 5 5 11 14 19 20 84 18 21 W L
2025-05-04 Pacers Cavaliers Away 30 43 9 6 16 20 36 28 83 36 15 W W
2025-05-03 Nuggets Clippers Home 24 46 4 11 12 23 21 37 90 29 21 W W
2025-05-03 Clippers Nuggets Away 30 36 9 10 14 17 26 21 82 27 22 W L
2025-05-02 Warriors Rockets Home 26 42 6 6 16 30 21 27 90 49 22 L L
2025-05-02 Rockets Warriors Away 23 46 5 12 11 18 25 28 78 30 46 W W
2025-05-01 Pistons Knicks Home 25 36 3 9 15 23 23 38 81 34 33 W L
2025-05-01 Knicks Pistons Away 18 43 4 6 16 22 37 22 86 30 30 L W
2025-05-01 Nuggets Clippers Away 24 39 7 6 12 14 28 29 84 27 9 L L
2025-05-01 Clippers Nuggets Home 23 35 9 9 7 15 25 33 86 39 15 W W