🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 02:52:46 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
2023-04-19 Timberwolves Nuggets Away 24 35 5 4 13 25 22 27 79 31 23 L L
2023-04-19 Nuggets Timberwolves Home 26 36 1 6 10 25 31 33 85 22 25 L W
2023-04-19 Heat Bucks Away 26 41 2 10 17 9 28 27 84 36 23 L L
2023-04-19 Bucks Heat Home 35 45 4 9 11 16 35 46 99 49 8 W W
2023-04-19 Lakers Grizzlies Away 21 47 7 5 13 19 19 25 85 26 21 L L
2023-04-19 Grizzlies Lakers Home 24 49 6 4 10 20 30 29 89 36 21 W W
2023-04-18 Clippers Suns Away 17 32 4 7 15 20 29 30 80 30 31 L L
2023-04-18 Suns Clippers Home 30 35 6 6 11 22 24 35 85 24 14 W W
2023-04-18 Knicks Cavaliers Away 16 36 5 14 18 18 22 17 79 29 30 L L
2023-04-18 Cavaliers Knicks Home 26 43 7 10 18 22 25 34 77 33 21 W W
2023-04-18 Celtics Hawks Home 28 44 12 10 16 8 28 33 86 33 10 W W
2023-04-18 Hawks Celtics Away 21 49 4 10 16 11 25 24 101 48 8 L L
2023-04-17 Warriors Kings Away 18 41 2 6 22 26 23 29 82 40 18 L L
2023-04-17 Kings Warriors Home 22 41 5 11 14 25 17 41 92 38 29 L W
2023-04-17 76ers Nets Home 21 56 7 8 19 22 25 19 80 35 16 W W
2023-04-17 Nets 76ers Away 24 33 1 10 9 20 25 24 80 42 17 L L
2023-04-16 Timberwolves Nuggets Away 18 38 6 6 12 16 23 21 81 36 16 L L
2023-04-16 Nuggets Timberwolves Home 24 54 4 6 11 20 26 29 90 39 17 W W
2023-04-16 Clippers Suns Away 23 49 4 6 14 21 30 29 93 31 29 L W
2023-04-16 Suns Clippers Home 27 42 9 8 10 25 18 36 82 19 33 W L