🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-30 23:25:03 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
2023-05-01 Celtics 76ers Home 26 38 4 3 16 10 38 28 75 26 18 W L
2023-05-01 76ers Celtics Away 17 28 4 10 8 20 31 32 89 38 12 L W
2023-04-30 Kings Warriors Home 21 49 5 3 8 23 31 27 96 47 27 L L
2023-04-30 Warriors Kings Away 25 55 6 4 7 23 30 26 100 46 30 W W
2023-04-30 Knicks Heat Home 20 48 4 6 13 21 32 23 86 34 20 W L
2023-04-30 Heat Knicks Away 26 39 5 8 9 14 21 29 85 39 29 L W
2023-04-29 Suns Nuggets Away 20 38 5 4 16 19 32 19 84 23 17 L L
2023-04-29 Nuggets Suns Home 22 49 1 14 10 19 31 37 101 37 15 W W
2023-04-28 Grizzlies Lakers Away 19 45 2 10 14 17 20 22 96 38 20 L L
2023-04-28 Lakers Grizzlies Home 33 52 15 6 16 16 31 28 91 44 15 W W
2023-04-28 Warriors Kings Home 20 42 6 14 18 23 25 26 86 32 35 W L
2023-04-28 Kings Warriors Away 25 53 8 10 20 26 23 35 99 45 25 L W
2023-04-27 Hawks Celtics Home 28 45 7 5 10 15 34 33 94 35 22 W L
2023-04-27 Celtics Hawks Away 24 47 10 7 7 16 35 33 94 42 17 W W
2023-04-26 Warriors Kings Away 33 43 7 11 15 24 33 27 96 38 19 W W
2023-04-26 Kings Warriors Home 22 44 3 9 19 18 36 20 90 34 26 L L
2023-04-26 Heat Bucks Away 25 45 5 6 11 31 36 27 110 45 17 L W
2023-04-26 Bucks Heat Home 20 56 1 4 16 21 33 36 91 33 45 W L
2023-04-26 Grizzlies Lakers Home 24 52 2 6 11 19 38 23 99 40 17 W W
2023-04-26 Lakers Grizzlies Away 28 54 3 8 13 17 24 28 92 39 20 W L