🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 23:39:09 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
2023-03-22 Lakers Suns Home 27 36 2 7 15 20 23 36 70 17 46 W W
2023-03-22 Suns Lakers Away 23 39 6 7 17 31 26 26 90 31 20 L L
2023-03-22 Jazz Trail Blazers Home 24 47 5 4 17 21 34 22 82 35 36 W L
2023-03-22 Trail Blazers Jazz Away 28 43 5 9 9 24 29 39 93 41 30 W W
2023-03-22 Bulls 76ers Home 18 42 4 7 19 16 23 25 83 25 22 L L
2023-03-22 76ers Bulls Away 30 44 4 9 18 22 36 40 82 37 26 W W
2023-03-22 Rockets Grizzlies Away 27 48 3 6 16 25 34 30 93 33 23 L L
2023-03-22 Grizzlies Rockets Home 27 36 4 8 11 21 37 38 87 36 33 W W
2023-03-22 Bucks Spurs Home 24 54 4 10 15 14 33 33 98 43 24 W W
2023-03-22 Spurs Bucks Away 26 46 6 7 19 21 28 23 93 39 20 L L
2023-03-22 Hawks Timberwolves Away 28 41 6 6 17 25 40 22 85 26 25 L L
2023-03-22 Timberwolves Hawks Home 27 42 3 7 11 20 39 28 92 26 29 W W
2023-03-22 Heat Knicks Home 28 29 1 9 10 18 31 33 79 28 26 W W
2023-03-22 Knicks Heat Away 29 42 5 7 17 25 32 29 82 40 25 W L
2023-03-22 Pacers Raptors Away 27 39 5 4 18 29 36 22 77 21 25 L W
2023-03-22 Raptors Pacers Home 21 40 7 11 10 22 26 26 89 34 39 W L
2023-03-22 Mavericks Warriors Home 27 31 2 7 10 17 33 30 89 40 28 L L
2023-03-22 Warriors Mavericks Away 33 44 5 7 13 20 30 35 90 39 18 W W
2023-03-22 Nuggets Wizards Away 28 41 2 7 10 18 31 24 83 32 21 W W
2023-03-22 Wizards Nuggets Home 20 37 4 4 7 15 29 28 87 26 16 L L