🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 00:38:47 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
2023-04-26 Knicks Cavaliers Away 21 48 5 6 14 17 33 28 85 29 29 W W
2023-04-26 Cavaliers Knicks Home 24 30 2 5 13 22 26 25 75 33 15 L L
2023-04-25 Suns Clippers Home 31 43 4 7 9 27 32 29 94 26 24 W W
2023-04-25 Clippers Suns Away 23 46 1 4 10 21 30 40 95 36 37 L L
2023-04-25 Nuggets Timberwolves Home 22 47 3 10 12 21 22 26 85 34 36 W W
2023-04-25 Timberwolves Nuggets Away 24 40 4 9 14 27 29 18 81 33 25 L L
2023-04-25 Hawks Celtics Away 26 34 4 5 9 16 30 28 96 41 10 L W
2023-04-25 Celtics Hawks Home 31 43 9 1 9 20 27 39 92 38 13 W L
2023-04-24 Lakers Grizzlies Home 22 52 11 5 15 17 29 25 94 36 31 W W
2023-04-24 Grizzlies Lakers Away 26 49 7 7 13 26 23 29 106 42 21 L L
2023-04-24 Heat Bucks Home 21 47 5 9 16 20 28 22 87 32 25 W W
2023-04-24 Bucks Heat Away 28 46 6 10 14 20 33 24 97 40 20 W L
2023-04-23 Timberwolves Nuggets Home 23 51 7 6 12 19 23 25 93 34 22 W W
2023-04-23 Nuggets Timberwolves Away 21 47 5 6 12 23 22 30 95 35 18 L L
2023-04-23 Hawks Celtics Home 25 42 4 8 12 24 25 28 98 37 24 L L
2023-04-23 Celtics Hawks Away 25 49 5 4 16 23 35 30 89 40 25 L W
2023-04-23 Kings Warriors Away 25 44 3 5 10 21 32 37 102 35 18 L L
2023-04-23 Warriors Kings Home 31 44 6 8 12 19 31 34 90 34 24 W W
2023-04-23 Knicks Cavaliers Home 15 47 7 5 14 15 30 24 84 29 28 W W
2023-04-23 Cavaliers Knicks Away 24 33 5 3 13 23 23 22 77 23 19 L L