🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-05 09:44:04 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
2017-11-29 Knicks Heat Home 26 52 5 10 20 20 33 32 73 13 26 W W
2017-11-29 Raptors Hornets Home 24 39 2 6 9 23 32 39 98 32 11 L W
2017-11-29 Pistons Suns Home 31 44 6 11 19 22 36 33 89 28 21 W W
2017-11-29 Magic Thunder Home 28 37 7 9 14 22 31 28 76 30 26 W W
2017-11-29 76ers Wizards Home 23 64 8 6 17 27 28 30 81 18 64 W W
2017-11-28 Jazz Nuggets Home 24 43 6 7 11 20 26 22 87 32 9 L W
2017-11-28 Kings Bucks Home 15 40 2 5 18 21 26 11 77 17 29 L L
2017-11-28 Bulls Suns Home 27 41 7 11 9 20 29 14 94 40 10 L L
2017-11-28 Timberwolves Wizards Home 27 49 1 3 10 17 30 21 85 30 14 W L
2017-11-28 Cavaliers Heat Home 21 45 2 12 14 17 35 40 81 33 23 W W
2017-11-27 Warriors Kings Home 31 36 6 9 15 15 27 28 80 37 14 W L
2017-11-27 Clippers Lakers Home 19 44 3 7 17 22 34 26 85 28 30 L W
2017-11-27 Spurs Mavericks Home 27 43 5 7 10 16 21 25 82 24 21 W W
2017-11-27 Rockets Nets Home 31 42 4 8 15 19 43 23 86 50 20 W W
2017-11-27 Celtics Pistons Home 27 36 4 2 17 23 23 34 77 33 21 L L
2017-11-27 Knicks Trail Blazers Home 13 51 3 3 13 20 23 14 88 15 22 L L
2017-11-27 Pacers Magic Home 25 43 8 7 16 18 33 24 79 26 26 W W
2017-11-27 76ers Cavaliers Home 15 53 2 6 14 18 22 23 96 28 20 L L
2017-11-26 Grizzlies Nets Home 15 35 3 8 14 24 22 25 80 25 18 L L
2017-11-26 Bulls Heat Home 25 47 2 10 14 18 13 29 89 33 16 L L