🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-02 11:53:38 UTC  ·  139,006 total games

📂 View Dataset
📊 Model Performance
75.4%
Test Accuracy
125,105
Training Games
13,901
Testing Games
139,006
Total Games
🔧 Feature Columns
teamId home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away A = Assists 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
2023-02-03 Magic Timberwolves Away 23 42 3 11 17 24 27 37 85 23 38 W W
2023-02-03 Timberwolves Magic Home 21 41 7 7 20 27 34 23 87 44 28 L L
2023-02-03 Spurs 76ers Home 32 35 0 8 18 25 26 35 89 21 15 L L
2023-02-03 76ers Spurs Away 28 39 3 11 11 13 26 47 87 27 41 W W
2023-02-03 Suns Celtics Away 28 53 6 6 9 22 24 33 95 32 14 W W
2023-02-03 Celtics Suns Home 18 43 3 5 15 21 20 24 75 38 31 L L
2023-02-03 Hornets Pistons Away 22 37 2 16 14 20 30 38 90 34 30 W L
2023-02-03 Pistons Hornets Home 27 51 3 7 23 22 29 40 86 32 23 W W
2023-02-03 Pacers Kings Home 28 47 5 13 18 18 28 32 89 41 14 W W
2023-02-03 Kings Pacers Away 24 49 5 6 20 15 27 21 86 38 20 L L
2023-02-03 Trail Blazers Wizards Away 25 38 2 5 7 17 19 32 88 41 23 L W
2023-02-03 Wizards Trail Blazers Home 27 41 3 4 11 19 36 33 84 33 22 W L
2023-02-02 Bucks Clippers Home 16 53 0 2 10 17 15 34 90 37 27 L W
2023-02-02 Clippers Bucks Away 15 49 4 8 7 22 24 32 95 36 20 L L
2023-02-02 Nuggets Warriors Home 35 38 2 10 13 19 34 36 90 35 21 W W
2023-02-02 Warriors Nuggets Away 25 42 4 4 17 23 35 34 85 38 19 L L
2023-02-02 Mavericks Pelicans Home 16 36 3 10 8 24 40 30 85 41 29 W W
2023-02-02 Pelicans Mavericks Away 27 50 5 6 17 26 22 21 84 20 21 L L
2023-02-02 Bulls Hornets Home 24 40 3 9 14 18 31 22 79 28 26 W W
2023-02-02 Hornets Bulls Away 19 45 4 6 15 15 29 20 93 35 15 L L