🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 05:18:06 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
2018-01-27 Hawks Wizards Home 24 32 4 2 13 15 18 27 88 43 21 L L
2018-01-27 Heat Hornets Home 25 51 5 4 14 24 22 32 85 26 18 W W
2018-01-27 Pacers Magic Home 25 38 1 9 10 24 22 31 87 18 19 L W
2018-01-27 Pistons Thunder Home 24 43 3 4 17 20 24 33 84 33 24 L L
2018-01-26 Suns Knicks Home 15 42 3 6 15 24 23 26 94 33 13 L L
2018-01-26 Mavericks Trail Blazers Home 17 37 3 9 5 19 25 19 89 30 17 L L
2018-01-26 Spurs 76ers Home 20 36 5 6 10 14 13 18 75 24 18 L L
2018-01-26 Bulls Lakers Home 21 53 7 3 14 25 25 32 93 36 24 L L
2018-01-26 Grizzlies Clippers Home 31 43 9 1 20 24 20 30 81 27 18 L L
2018-01-26 Bucks Nets Home 28 44 6 9 10 17 33 25 83 23 20 W W
2018-01-26 Pelicans Rockets Home 36 42 5 8 16 26 29 37 82 27 21 W W
2018-01-26 Cavaliers Pacers Home 27 44 4 13 21 11 38 35 82 37 13 W W
2018-01-26 Raptors Jazz Home 23 52 13 10 11 18 24 24 95 27 17 W L
2018-01-26 Hornets Hawks Home 25 43 8 13 11 25 30 31 88 34 32 W W
2018-01-25 Warriors Timberwolves Home 37 47 8 9 16 17 38 36 89 37 15 W W
2018-01-25 Nuggets Knicks Home 36 32 2 3 13 20 39 34 80 28 24 W W
2018-01-25 Thunder Wizards Home 18 40 6 16 14 15 25 29 87 27 29 W W
2018-01-25 Heat Kings Home 19 46 4 8 17 19 17 30 82 34 18 L L
2018-01-24 Clippers Celtics Home 26 40 5 6 19 15 22 33 79 21 39 W L
2018-01-24 Trail Blazers Timberwolves Home 24 37 1 4 11 16 25 29 82 31 21 L W