🏀 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
2024-11-01 Knicks Pistons Away 31 45 3 16 9 14 39 30 101 38 10 W W
2024-11-01 Hawks Kings Home 30 40 4 8 13 22 26 33 92 50 18 L L
2024-11-01 Trail Blazers Thunder Home 27 36 5 8 19 17 24 44 83 35 31 W L
2024-11-01 Celtics Hornets Away 21 41 5 12 10 13 40 31 86 42 35 W W
2024-11-01 Nets Bulls Home 34 46 6 11 10 20 37 31 94 36 13 W W
2024-11-01 Raptors Lakers Home 35 44 6 4 11 29 19 32 107 35 13 L L
2024-11-01 Pacers Pelicans Away 35 39 3 3 14 21 35 27 89 38 13 L L
2024-11-01 Timberwolves Nuggets Home 34 38 9 8 16 22 33 31 83 42 18 W W
2024-11-01 Bulls Nets Away 24 44 3 5 16 15 30 30 88 44 24 L L
2024-11-01 Magic Cavaliers Away 26 39 4 10 14 17 16 28 90 33 24 L L
2024-11-01 Lakers Raptors Away 29 43 5 6 10 17 43 33 88 32 41 W W
2024-11-01 Pelicans Pacers Home 28 46 4 8 6 15 35 27 101 31 19 W W
2024-11-01 Cavaliers Magic Home 25 49 4 6 12 21 34 29 87 38 20 W W
2024-11-01 Thunder Trail Blazers Away 31 45 9 14 13 29 37 31 95 49 19 W W
2024-11-01 Nuggets Timberwolves Away 30 46 2 11 13 18 29 32 92 32 29 W L
2024-11-01 Kings Hawks Away 28 51 4 9 14 21 33 36 89 33 30 W W
2024-11-01 Hornets Celtics Home 20 42 5 5 14 26 25 42 91 48 12 L L
2024-11-01 Pistons Knicks Home 23 38 9 6 22 12 13 33 81 34 7 L L
2024-10-31 Spurs Jazz Away 25 42 7 17 11 17 19 28 92 43 23 W W
2024-10-31 Jazz Spurs Home 19 53 6 6 26 19 30 23 82 32 19 L L