🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-07 07:00:43 UTC  ·  69,538 total games

📂 View Dataset
📊 Model Performance
75.3%
Test Accuracy
62,584
Training Games
6,954
Testing Games
69,538
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
2017-01-07 Celtics Pelicans Home 26 47 5 6 10 22 28 29 93 36 21 W W
2017-01-07 Pacers Knicks Home 25 53 0 11 20 23 33 29 86 24 28 W W
2017-01-06 Lakers Heat Home 22 62 2 6 13 22 32 26 96 28 29 W W
2017-01-06 Warriors Grizzlies Home 23 44 5 7 16 21 34 33 83 30 39 W L
2017-01-06 Kings Clippers Home 23 50 3 4 7 18 29 12 87 30 22 W L
2017-01-06 Bucks Knicks Home 24 35 11 9 15 19 33 32 78 22 28 W L
2017-01-06 Celtics 76ers Home 28 42 11 6 18 22 25 26 87 40 25 L W
2017-01-06 Nets Cavaliers Home 21 52 1 6 19 34 20 19 91 30 19 L L
2017-01-06 Wizards Timberwolves Home 31 33 7 3 13 18 32 24 79 22 9 L W
2017-01-06 Magic Rockets Home 18 49 2 8 15 14 22 30 91 23 13 L L
2017-01-05 Trail Blazers Lakers Home 29 47 5 6 13 21 29 24 81 33 30 W W
2017-01-05 Nuggets Spurs Home 25 38 3 7 13 17 33 20 86 25 17 L L
2017-01-05 Mavericks Suns Home 18 31 7 6 11 20 22 23 79 29 17 L L
2017-01-05 Pelicans Hawks Home 19 52 4 8 15 18 28 19 93 35 14 L L
2017-01-05 Rockets Thunder Home 27 43 3 6 10 20 33 34 86 39 30 W W
2017-01-05 Raptors Jazz Home 14 45 6 10 4 19 18 30 91 21 28 W W
2017-01-05 Pistons Hornets Home 24 56 6 2 7 23 37 21 97 28 32 W W
2017-01-05 Pacers Nets Home 23 44 9 7 6 12 34 25 93 22 19 W W
2017-01-04 Clippers Grizzlies Home 23 45 5 5 13 23 30 23 73 23 45 W W
2017-01-04 Warriors Trail Blazers Home 31 39 9 14 15 20 40 29 87 36 29 W W