🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 16:29:04 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
2018-01-01 Timberwolves Lakers Home 26 41 5 14 17 24 30 30 81 20 30 W W
2018-01-01 Nets Magic Home 17 52 10 7 13 22 22 25 82 25 23 W W
2018-01-01 Raptors Bucks Home 25 40 8 8 13 20 35 25 91 33 33 W W
2017-12-31 Suns 76ers Home 18 35 4 9 16 29 32 17 88 27 34 L L
2017-12-31 Rockets Lakers Home 29 43 9 7 12 33 44 21 106 52 39 L W
2017-12-31 Thunder Mavericks Home 18 45 4 4 11 20 32 31 89 32 23 L L
2017-12-31 Clippers Hornets Home 24 42 5 9 17 21 29 13 76 28 27 W W
2017-12-31 Kings Grizzlies Home 20 42 2 6 16 21 22 24 86 24 25 L L
2017-12-31 Celtics Nets Home 21 50 8 7 17 22 38 23 79 33 25 W W
2017-12-31 Pacers Timberwolves Home 20 43 5 3 17 18 13 25 85 25 18 L L
2017-12-31 Wizards Bulls Home 27 47 8 6 10 24 30 29 93 36 17 W W
2017-12-30 Nuggets 76ers Home 18 48 9 10 13 12 29 32 87 32 34 W L
2017-12-30 Warriors Grizzlies Home 37 38 6 3 10 17 40 38 85 33 25 W W
2017-12-30 Jazz Cavaliers Home 24 43 4 12 11 24 22 26 82 31 21 W W
2017-12-30 Hawks Trail Blazers Home 29 45 3 12 13 16 24 22 89 30 15 W W
2017-12-30 Pistons Spurs Home 22 45 1 10 11 11 24 15 81 24 16 W W
2017-12-30 Magic Heat Home 31 37 9 2 12 20 32 34 81 27 15 W L
2017-12-30 Pelicans Knicks Home 24 48 5 3 10 19 21 24 84 26 27 W L
2017-12-29 Warriors Hornets Home 32 43 5 6 18 25 29 24 87 22 13 W L
2017-12-29 Lakers Clippers Home 25 35 3 7 12 22 22 26 94 19 16 L L