🏀 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
2024-05-07 Cavaliers Celtics Away 19 38 3 2 5 18 34 15 90 42 13 L L
2024-05-07 Mavericks Thunder Away 19 39 8 5 16 21 23 30 84 35 25 L L
2024-05-06 Knicks Pacers Home 25 40 4 5 15 19 27 22 82 23 26 L W
2024-05-06 Nuggets Timberwolves Home 16 50 6 6 19 14 20 15 83 30 18 L L
2024-05-06 Timberwolves Nuggets Away 28 42 12 11 12 20 28 33 84 33 14 W W
2024-05-06 Pacers Knicks Away 32 32 5 9 8 22 24 31 88 26 19 L L
2024-05-05 Cavaliers Magic Home 19 48 8 8 16 23 18 25 77 24 36 W W
2024-05-05 Magic Cavaliers Away 17 49 4 11 17 32 24 29 86 31 30 L L
2024-05-04 Nuggets Timberwolves Home 24 34 2 12 12 18 25 19 75 31 20 W L
2024-05-04 Timberwolves Nuggets Away 24 42 6 4 14 20 23 17 82 27 12 L W
2024-05-03 Magic Cavaliers Home 19 48 4 6 14 15 29 24 89 36 26 L W
2024-05-03 Clippers Mavericks Away 23 45 2 4 11 26 26 26 82 31 32 L L
2024-05-03 Mavericks Clippers Home 26 45 4 6 10 24 34 18 83 36 33 W W
2024-05-03 Cavaliers Magic Away 15 38 10 8 15 23 25 24 86 28 10 L L
2024-05-02 76ers Knicks Home 20 46 5 6 12 22 22 32 87 40 23 L L
2024-05-02 Knicks 76ers Away 28 48 8 6 9 17 36 15 93 31 24 W W
2024-05-02 Bucks Pacers Away 19 40 0 4 12 18 24 23 83 27 32 L L
2024-05-02 Pacers Bucks Home 33 44 3 7 11 26 33 26 85 40 17 W W
2024-05-01 Celtics Heat Home 23 56 3 5 15 15 41 27 77 40 27 W W
2024-05-01 Mavericks Clippers Away 27 40 6 5 10 22 25 31 87 39 20 L W