🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-06 18:00:16 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
2017-04-05 Clippers Mavericks Home 22 40 0 11 15 19 35 27 75 31 31 W W
2017-04-05 Suns Warriors Home 26 55 2 13 16 22 18 34 103 27 26 W L
2017-04-05 Spurs Lakers Home 28 37 8 8 16 13 14 27 89 35 6 L L
2017-04-05 Grizzlies Thunder Home 21 38 5 7 14 18 27 23 78 26 21 L L
2017-04-05 Rockets Nuggets Home 19 56 3 7 16 20 36 23 87 34 38 W W
2017-04-05 Celtics Cavaliers Home 21 38 4 6 13 18 20 22 81 33 29 L L
2017-04-05 Pistons Raptors Home 22 45 4 5 14 21 33 23 81 21 18 W L
2017-04-05 Hornets Heat Home 19 36 7 2 6 15 23 28 78 25 24 L L
2017-04-04 Warriors Timberwolves Home 33 40 7 9 13 19 32 36 84 32 24 W W
2017-04-04 Kings Mavericks Home 17 51 2 11 19 10 22 14 81 22 17 W W
2017-04-04 Jazz Trail Blazers Home 21 47 6 4 15 16 24 23 74 23 19 W W
2017-04-04 Spurs Grizzlies Home 22 46 6 8 15 20 14 19 80 21 18 L W
2017-04-04 Pelicans Nuggets Home 30 35 8 5 7 16 31 44 100 32 17 W L
2017-04-04 Thunder Bucks Home 29 53 7 9 14 20 28 35 84 28 25 W W
2017-04-04 Knicks Bulls Home 26 54 8 4 15 22 29 25 89 23 16 W W
2017-04-04 76ers Nets Home 32 36 4 7 11 22 27 26 97 38 27 L L
2017-04-04 Wizards Hornets Home 31 36 3 10 14 18 22 29 85 34 18 W W
2017-04-04 Cavaliers Magic Home 30 42 3 9 12 18 28 25 82 36 21 W W
2017-04-04 Pacers Raptors Home 16 43 4 7 11 17 18 22 89 25 18 L W
2017-04-03 Timberwolves Trail Blazers Home 26 44 5 3 11 18 29 20 84 9 28 W W