🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-03 21:37:13 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
2018-02-13 Thunder Cavaliers Home 23 51 3 6 11 20 28 29 90 35 30 W L
2018-02-13 Raptors Heat Home 24 40 3 7 8 19 28 29 90 35 23 L W
2018-02-12 Warriors Suns Home 36 49 16 8 12 18 25 37 89 26 21 W W
2018-02-12 Jazz Spurs Home 15 43 5 7 10 24 25 29 84 24 30 L W
2018-02-12 Bulls Magic Home 25 46 3 6 11 13 30 23 88 32 21 W W
2018-02-12 Nets Clippers Home 27 37 6 10 13 15 22 29 89 40 10 L L
2018-02-12 Pistons Pelicans Home 18 54 3 5 14 19 31 21 95 35 32 L L
2018-02-12 76ers Knicks Home 27 37 6 13 19 22 31 26 75 19 24 W W
2018-02-11 Trail Blazers Jazz Home 16 37 4 7 13 22 26 18 81 25 25 L L
2018-02-11 Rockets Mavericks Home 15 42 7 9 9 18 27 30 78 45 33 W W
2018-02-11 Timberwolves Kings Home 29 37 5 10 17 17 23 33 74 24 32 W W
2018-02-11 Thunder Grizzlies Home 21 38 3 6 10 23 35 39 77 37 40 W W
2018-02-11 Pacers Knicks Home 27 54 5 7 13 16 36 32 94 28 22 W W
2018-02-11 Hawks Pistons Home 27 35 3 10 13 26 28 27 78 29 37 W W
2018-02-11 Celtics Cavaliers Home 22 43 4 3 15 14 32 20 89 38 22 L L
2018-02-11 Hornets Raptors Home 26 42 5 5 13 13 26 29 89 23 23 L L
2018-02-10 Suns Nuggets Home 24 36 9 7 15 24 23 37 84 19 25 L L
2018-02-10 Mavericks Lakers Home 32 40 3 8 11 21 34 31 89 27 27 W W
2018-02-10 Warriors Spurs Home 35 44 6 5 16 18 27 31 85 27 15 W W
2018-02-10 Bulls Wizards Home 23 45 2 11 16 16 22 24 80 32 16 W L