🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 17:42:49 UTC  ·  138,992 total games

📂 View Dataset
📊 Model Performance
75.6%
Test Accuracy
125,092
Training Games
13,900
Testing Games
138,992
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
2023-03-29 Clippers Grizzlies Away 28 32 4 8 16 21 29 41 78 37 31 L W
2023-03-29 Grizzlies Clippers Home 26 45 4 8 13 20 30 34 95 32 28 W L
2023-03-29 Pistons Thunder Away 27 42 3 1 18 22 26 30 80 33 14 L L
2023-03-29 Thunder Pistons Home 19 38 3 7 10 18 26 28 87 29 25 L W
2023-03-29 Jazz Spurs Away 28 45 6 5 16 17 36 28 90 31 20 W W
2023-03-29 Spurs Jazz Home 31 39 4 10 15 16 33 29 95 35 21 W L
2023-03-29 Nets Rockets Home 33 41 9 4 12 18 30 24 82 35 27 W W
2023-03-29 Rockets Nets Away 21 52 2 9 10 18 25 30 98 30 21 W L
2023-03-29 Knicks Heat Home 22 47 3 8 16 14 19 29 76 31 23 W W
2023-03-29 Heat Knicks Away 20 35 0 5 11 18 23 23 79 39 14 L L
2023-03-29 Mavericks 76ers Away 24 40 3 3 14 22 37 25 83 46 18 L L
2023-03-29 76ers Mavericks Home 26 43 4 9 11 19 28 29 80 36 30 W W
2023-03-29 Pacers Bucks Home 36 29 4 9 8 25 30 39 101 30 22 L L
2023-03-29 Bucks Pacers Away 28 52 5 5 19 18 34 39 93 25 30 W W
2023-03-28 Warriors Pelicans Home 32 41 4 11 19 18 25 21 82 40 22 W W
2023-03-28 Pelicans Warriors Away 30 41 4 6 19 18 36 27 90 27 14 L L
2023-03-28 Magic Grizzlies Away 24 47 8 9 16 15 15 29 100 49 15 L L
2023-03-28 Grizzlies Magic Home 26 49 6 11 17 17 32 27 88 34 23 W W
2023-03-28 Thunder Hornets Home 25 39 3 11 11 21 23 45 96 30 29 W L
2023-03-28 Hornets Thunder Away 34 52 7 6 18 24 26 31 94 35 30 W W