🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-04 19:07:02 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
2017-12-27 Hornets Celtics Home 15 52 3 7 12 11 16 28 87 23 29 W L
2017-12-27 Pacers Mavericks Home 27 39 4 8 15 17 29 25 79 25 10 W L
2017-12-26 Clippers Kings Home 31 49 8 7 13 13 30 41 81 31 27 W W
2017-12-26 Nuggets Jazz Home 23 53 1 3 10 21 28 22 81 30 22 W W
2017-12-26 Suns Grizzlies Home 24 41 5 5 21 29 29 28 72 22 35 W W
2017-12-26 Spurs Nets Home 18 43 5 7 12 14 19 31 80 16 24 W W
2017-12-26 Bucks Bulls Home 23 41 8 2 20 21 31 22 83 31 24 L L
2017-12-26 Heat Magic Home 22 53 5 11 17 20 21 22 91 33 17 W W
2017-12-26 Pistons Pacers Home 26 46 1 5 13 17 40 18 82 34 16 W W
2017-12-26 Mavericks Raptors Home 20 56 11 5 14 24 31 26 94 24 16 W W
2017-12-25 Lakers Timberwolves Home 21 37 1 10 12 16 20 32 92 30 20 L L
2017-12-25 Thunder Rockets Home 21 40 10 9 15 20 28 30 79 18 23 W W
2017-12-25 Celtics Wizards Home 20 45 4 2 17 23 24 26 81 29 17 L L
2017-12-25 Warriors Cavaliers Home 28 47 7 7 15 18 24 22 82 37 17 W W
2017-12-25 Knicks 76ers Home 18 45 5 7 13 21 24 24 94 15 28 L L
2017-12-23 Kings Spurs Home 21 42 2 2 10 17 33 16 86 22 11 L L
2017-12-23 Lakers Trail Blazers Home 23 55 3 8 17 22 24 25 85 25 20 W L
2017-12-23 Suns Timberwolves Home 24 36 4 5 13 22 24 19 86 32 24 L L
2017-12-23 Warriors Nuggets Home 25 38 8 14 18 14 20 21 84 27 17 W L
2017-12-23 Heat Pelicans Home 18 38 3 4 14 19 28 25 85 32 15 L L