🏀 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
2023-04-23 Celtics Hawks Away 25 49 5 4 16 23 35 30 89 40 25 L W
2023-04-23 Nuggets Timberwolves Away 21 47 5 6 12 23 22 30 95 35 18 L L
2023-04-22 Nets 76ers Home 20 38 6 3 10 14 29 19 80 37 19 L L
2023-04-22 Grizzlies Lakers Away 23 50 2 7 18 22 9 28 93 39 20 L L
2023-04-22 Clippers Suns Home 19 33 5 7 13 22 30 17 92 37 10 L L
2023-04-22 Suns Clippers Away 25 49 8 10 18 14 23 25 84 22 27 W W
2023-04-22 Lakers Grizzlies Home 19 48 8 11 16 18 35 18 90 28 27 W W
2023-04-22 Heat Bucks Home 22 44 4 13 14 18 29 37 84 33 17 W W
2023-04-22 76ers Nets Away 19 54 3 7 10 19 22 18 91 24 16 L W
2023-04-22 Bucks Heat Away 22 37 3 7 18 15 21 32 85 39 12 L L
2023-04-21 Celtics Hawks Away 31 29 0 11 12 17 37 30 92 48 16 L L
2023-04-21 Hawks Celtics Home 24 48 6 5 19 15 33 41 91 34 16 W W
2023-04-21 Nuggets Timberwolves Away 32 40 4 8 15 26 28 33 84 32 13 W W
2023-04-21 Knicks Cavaliers Home 21 45 5 14 14 17 17 28 83 33 18 W W
2023-04-21 Timberwolves Nuggets Home 24 32 2 8 13 21 28 27 79 27 35 L L
2023-04-21 Cavaliers Knicks Away 16 42 4 7 21 18 17 15 80 33 17 L L
2023-04-20 Kings Warriors Away 21 53 3 6 15 22 20 21 92 47 23 L L
2023-04-20 Suns Clippers Away 20 45 4 12 13 18 27 27 88 27 46 W W
2023-04-20 Warriors Kings Home 31 59 5 12 12 19 29 24 100 50 23 W W
2023-04-20 Clippers Suns Home 26 40 7 9 18 31 27 24 83 35 25 L L