🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 01:11:45 UTC  ·  69,536 total games

📂 View Dataset
📊 Model Performance
74.7%
Test Accuracy
62,582
Training Games
6,954
Testing Games
69,536
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
2017-10-31 Pacers Kings Home 25 53 7 8 15 17 24 31 85 29 22 W W
2017-10-30 Clippers Warriors Home 21 35 3 4 14 20 28 29 86 25 30 L L
2017-10-30 Trail Blazers Raptors Home 13 38 7 5 13 15 29 6 80 26 19 L L
2017-10-30 Jazz Mavericks Home 25 35 8 16 14 17 21 23 81 35 15 W W
2017-10-30 Rockets 76ers Home 17 35 3 12 15 23 27 29 83 47 38 L L
2017-10-30 Grizzlies Hornets Home 17 48 8 7 7 22 31 26 93 35 33 W L
2017-10-30 Pelicans Magic Home 30 43 5 9 20 22 24 40 85 28 18 W L
2017-10-30 Celtics Spurs Home 24 54 6 10 15 22 30 24 88 31 16 W W
2017-10-30 Heat Timberwolves Home 17 50 5 8 24 28 32 30 93 27 25 L L
2017-10-30 Knicks Nuggets Home 27 49 10 8 23 27 35 30 82 32 23 W W
2017-10-29 Warriors Pistons Home 29 40 11 3 26 14 35 22 77 27 12 L L
2017-10-29 Cavaliers Knicks Home 20 41 5 5 15 23 19 35 81 33 27 L L
2017-10-29 Nets Nuggets Home 24 56 4 5 15 18 36 27 96 31 31 W L
2017-10-29 Hornets Magic Home 31 59 7 6 17 24 27 34 97 18 17 W W
2017-10-29 Kings Wizards Home 13 43 2 8 20 20 16 16 82 22 16 L L
2017-10-29 Pacers Spurs Home 21 44 3 9 19 20 26 27 77 22 20 W W
2017-10-29 Hawks Bucks Home 27 31 2 9 16 21 16 32 77 29 26 L L
2017-10-28 Clippers Pistons Home 19 51 6 6 19 18 24 31 84 38 22 W L
2017-10-28 Trail Blazers Suns Home 27 53 7 8 15 26 29 32 91 26 28 W W
2017-10-28 Jazz Lakers Home 18 49 5 9 23 20 31 25 79 31 13 W W