🏀 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
2023-04-16 Lakers Grizzlies Away 25 45 11 7 16 18 32 27 92 37 16 L W
2023-04-16 Suns Clippers Home 27 42 9 8 10 25 18 36 82 19 33 W L
2023-04-16 Timberwolves Nuggets Away 18 38 6 6 12 16 23 21 81 36 16 L L
2023-04-16 Grizzlies Lakers Home 24 34 2 6 12 19 27 38 89 36 16 L L
2023-04-16 Clippers Suns Away 23 49 4 6 14 21 30 29 93 31 29 L W
2023-04-16 Nuggets Timberwolves Home 24 54 4 6 11 20 26 29 90 39 17 W W
2023-04-15 Hawks Celtics Away 23 45 4 13 11 17 19 25 98 29 22 L L
2023-04-15 Knicks Cavaliers Away 18 51 1 11 16 20 30 20 88 29 22 L W
2023-04-15 Celtics Hawks Home 25 58 7 6 17 15 29 45 88 33 18 W W
2023-04-15 Kings Warriors Home 18 50 3 10 13 23 29 26 98 32 32 L W
2023-04-15 Warriors Kings Away 31 41 7 7 15 25 29 32 90 50 27 L L
2023-04-15 76ers Nets Home 32 38 3 14 9 17 30 37 89 43 16 W W
2023-04-15 Cavaliers Knicks Home 20 38 2 9 14 17 24 21 83 31 21 L L
2023-04-15 Nets 76ers Away 23 35 5 3 20 15 25 33 70 29 15 L L
2023-04-14 Timberwolves Thunder Home 29 47 8 11 17 15 24 33 83 32 26 W W
2023-04-14 Thunder Timberwolves Away 19 42 6 9 18 20 23 24 89 40 20 L L
2023-04-14 Bulls Heat Away 24 37 3 5 11 25 21 23 82 28 15 L L
2023-04-14 Heat Bulls Home 19 51 2 7 13 20 29 20 78 30 32 W W
2023-04-12 Bulls Raptors Away 20 36 10 9 11 22 23 24 86 26 22 L W
2023-04-12 Pelicans Thunder Home 27 48 4 5 11 23 29 34 87 28 30 W L