🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 16:25:49 UTC  ·  138,992 total games

📂 View Dataset
📊 Model Performance
75.6%
Test Accuracy
125,092
Training Games
13,900
Testing Games
138,992
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
2023-03-31 Knicks Cavaliers Away 24 48 5 6 10 12 42 37 93 36 24 W W
2023-03-31 Cavaliers Knicks Home 33 33 9 2 10 21 47 25 86 37 13 W L
2023-03-31 Hornets Bulls Home 27 36 5 3 22 21 23 23 77 37 10 L L
2023-03-31 Bulls Hornets Away 25 42 4 12 7 13 31 31 88 31 22 W W
2023-03-31 Thunder Pacers Away 21 45 3 10 11 24 32 29 88 30 34 W L
2023-03-31 Pacers Thunder Home 30 56 4 5 16 21 36 29 98 41 28 W W
2023-03-31 76ers Raptors Home 28 37 6 7 18 20 31 46 73 31 25 W W
2023-03-31 Raptors 76ers Away 26 34 3 6 13 19 30 27 84 26 23 L L
2023-03-31 Wizards Magic Home 24 51 5 5 13 24 32 31 105 50 12 L L
2023-03-31 Magic Wizards Away 26 48 14 2 11 16 24 36 88 24 26 W W
2023-03-30 Nuggets Pelicans Home 21 40 5 4 10 21 17 23 80 28 32 L L
2023-03-30 Pelicans Nuggets Away 22 46 1 6 12 24 21 29 80 27 22 L W
2023-03-30 Bucks Celtics Home 22 45 1 4 13 16 26 21 101 43 13 L L
2023-03-30 Celtics Bucks Away 28 47 5 8 9 18 34 41 91 43 20 W W
2023-03-29 Suns Timberwolves Home 23 48 8 11 8 16 25 23 96 20 27 W W
2023-03-29 Timberwolves Suns Away 24 54 4 4 21 24 24 27 90 35 12 L L
2023-03-29 Kings Trail Blazers Away 30 59 4 9 10 11 19 31 92 48 24 W W
2023-03-29 Trail Blazers Kings Home 18 45 6 5 14 15 20 26 93 39 12 L L
2023-03-29 Bulls Lakers Home 31 32 4 10 14 22 20 31 88 33 13 L L
2023-03-29 Lakers Bulls Away 22 45 3 10 16 14 31 28 86 20 30 W W