🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 12:34:38 UTC  ·  138,972 total games

📂 View Dataset
📊 Model Performance
74.9%
Test Accuracy
125,074
Training Games
13,898
Testing Games
138,972
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
2023-04-02 Lakers Rockets Away 36 51 8 4 6 9 35 35 93 30 28 W W
2023-04-02 Rockets Lakers Home 23 44 4 4 10 18 21 39 102 34 10 L L
2023-04-02 Suns Thunder Away 31 38 6 4 13 30 27 42 81 34 28 W W
2023-04-02 Thunder Suns Home 21 41 0 7 8 23 27 28 88 32 41 L L
2023-04-02 Hawks Mavericks Home 28 53 3 10 11 22 37 33 108 35 22 W W
2023-04-02 Mavericks Hawks Away 24 47 3 4 14 15 29 37 95 38 32 L L
2023-04-02 Wizards Knicks Away 26 38 5 9 19 18 31 30 79 37 18 L L
2023-04-02 Knicks Wizards Home 31 39 4 12 12 17 34 19 88 32 18 W W
2023-04-02 Pistons Magic Away 22 38 1 4 16 29 29 15 78 33 36 L L
2023-04-02 Magic Pistons Home 30 41 6 11 16 26 34 29 75 33 40 W W
2023-04-02 Spurs Kings Away 31 52 3 8 18 25 32 31 98 34 29 W W
2023-04-02 Kings Spurs Home 24 43 5 9 15 23 30 28 103 44 32 L L
2023-04-02 Jazz Nets Away 24 52 1 5 11 23 17 25 91 32 30 L L
2023-04-02 Nets Jazz Home 25 40 2 6 9 26 30 23 86 32 34 L W
2023-04-02 Bulls Grizzlies Home 29 36 6 9 3 13 25 28 94 31 22 W W
2023-04-02 Grizzlies Bulls Away 29 47 3 1 18 22 36 32 84 43 12 L L
2023-04-02 Timberwolves Trail Blazers Home 29 47 5 3 18 17 29 33 79 26 23 W L
2023-04-02 Trail Blazers Timberwolves Away 29 42 3 12 10 26 31 25 93 30 20 W W
2023-04-02 Hornets Raptors Home 26 37 4 3 18 11 25 27 85 31 13 L L
2023-04-02 Raptors Hornets Away 38 45 6 8 8 14 35 32 104 28 8 W W