🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-01 18:22:01 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
2023-03-01 Grizzlies Rockets Away 27 44 9 6 8 21 25 22 83 41 19 W W
2023-03-01 Rockets Grizzlies Home 17 49 5 4 13 18 19 25 90 34 25 L L
2023-03-01 Magic Bucks Away 22 50 5 3 13 18 29 37 94 33 29 L L
2023-03-01 Bucks Magic Home 29 46 1 4 8 23 31 45 94 56 19 W W
2023-03-01 Lakers Thunder Away 22 41 8 8 13 19 31 26 80 35 39 W W
2023-03-01 Thunder Lakers Home 29 42 4 8 13 27 30 30 91 40 24 W L
2023-03-01 Celtics Cavaliers Home 27 43 4 5 13 18 26 29 78 32 28 W W
2023-03-01 Cavaliers Celtics Away 21 38 3 8 7 18 28 24 92 32 21 L L
2023-03-01 76ers Heat Away 25 41 5 6 9 20 34 37 83 39 22 W W
2023-03-01 Heat 76ers Home 18 33 2 3 13 17 38 15 78 29 23 L L
2023-03-01 Nets Knicks Away 26 31 5 6 14 21 29 28 90 39 20 L L
2023-03-01 Knicks Nets Home 28 46 3 5 16 21 47 34 89 35 21 W W
2023-03-01 Hornets Suns Home 20 48 7 3 14 17 22 19 88 33 28 L L
2023-03-01 Suns Hornets Away 30 48 9 8 13 22 27 30 89 25 15 W W
2023-03-01 Bulls Pistons Away 27 40 4 9 15 22 38 31 85 27 31 W W
2023-03-01 Pistons Bulls Home 23 40 2 8 17 23 36 18 78 35 28 L L
2023-02-28 Warriors Trail Blazers Home 34 46 2 5 18 19 27 21 91 30 16 L W
2023-02-28 Trail Blazers Warriors Away 26 33 4 8 13 17 41 24 86 39 22 L L
2023-02-28 Clippers Timberwolves Home 24 44 3 11 25 17 33 23 83 28 23 W L
2023-02-28 Timberwolves Clippers Away 22 46 8 14 19 20 26 32 90 26 22 W W