🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 22:02:50 UTC  ·  69,522 total games

📂 View Dataset
📊 Model Performance
75.2%
Test Accuracy
62,569
Training Games
6,953
Testing Games
69,522
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
2017-12-21 Cavaliers Bulls Home 25 35 3 10 12 14 29 29 82 29 22 W W
2017-12-21 76ers Raptors Home 27 40 6 14 24 27 31 34 86 29 14 W L
2017-12-20 Warriors Grizzlies Home 26 44 8 9 16 19 24 32 74 21 25 W W
2017-12-20 Clippers Suns Home 22 50 4 1 9 19 23 30 87 30 24 W W
2017-12-20 Trail Blazers Spurs Home 18 37 2 13 9 14 22 24 96 25 14 L L
2017-12-20 Nuggets Timberwolves Home 27 42 5 6 22 18 24 28 72 28 24 W L
2017-12-20 Mavericks Pistons Home 22 37 7 6 12 17 22 43 75 30 20 W W
2017-12-20 Bulls Magic Home 31 51 8 6 13 23 31 28 87 32 14 W W
2017-12-20 Rockets Lakers Home 19 47 5 7 15 30 22 37 90 42 32 L L
2017-12-20 Thunder Jazz Home 23 42 5 15 14 26 25 28 77 23 22 W W
2017-12-20 Hawks Pacers Home 27 43 6 5 14 17 27 24 81 29 20 W L
2017-12-20 Celtics Heat Home 18 44 5 5 10 22 24 20 80 32 21 L L
2017-12-20 Nets Kings Home 15 38 7 5 11 19 20 28 82 42 23 L L
2017-12-20 Hornets Raptors Home 21 39 6 10 12 18 26 21 85 23 35 L L
2017-12-19 Bucks Cavaliers Home 27 40 3 12 14 18 30 39 82 29 27 W W
2017-12-19 76ers Kings Home 21 53 6 7 20 19 27 30 81 35 24 W L
2017-12-19 Wizards Pelicans Home 29 44 3 8 16 31 36 25 92 35 14 L W
2017-12-18 Lakers Warriors Home 23 45 9 9 12 26 24 29 92 25 35 W L
2017-12-18 Mavericks Suns Home 21 42 5 10 15 18 22 28 88 37 17 L L
2017-12-18 Spurs Clippers Home 22 45 4 7 18 19 31 26 82 24 25 W W