🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 06:33:44 UTC  ·  138,972 total games

📂 View Dataset
📊 Model Performance
74.9%
Test Accuracy
125,074
Training Games
13,898
Testing Games
138,972
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
2023-04-09 76ers Nets Away 31 50 5 10 13 23 36 25 101 32 19 W W
2023-04-09 Nets 76ers Home 22 42 6 6 19 22 21 32 83 32 28 L L
2023-04-09 Hornets Cavaliers Away 23 49 5 8 19 14 17 32 81 32 30 W W
2023-04-09 Cavaliers Hornets Home 27 44 5 9 16 24 25 29 89 37 16 W L
2023-04-09 Magic Heat Away 29 43 1 13 14 17 24 26 90 47 24 W L
2023-04-09 Heat Magic Home 30 44 3 10 18 20 23 29 83 44 20 W W
2023-04-09 Pacers Knicks Away 33 44 9 8 15 24 41 32 89 34 38 W W
2023-04-09 Knicks Pacers Home 29 53 8 8 15 24 45 26 108 40 22 W L
2023-04-09 Raptors Bucks Home 29 45 2 8 9 19 35 32 95 33 16 W W
2023-04-09 Bucks Raptors Away 28 38 2 5 14 13 26 29 82 34 21 L L
2023-04-09 Wizards Rockets Home 28 51 5 11 13 21 39 28 97 45 21 W L
2023-04-09 Rockets Wizards Away 24 51 6 8 15 15 31 24 90 21 28 W W
2023-04-09 Pistons Bulls Away 20 59 3 1 25 16 25 21 85 33 13 L L
2023-04-09 Bulls Pistons Home 21 48 7 15 4 16 26 23 95 30 22 W W
2023-04-08 Timberwolves Spurs Away 42 45 8 8 7 18 35 45 101 43 21 W W
2023-04-08 Spurs Timberwolves Home 34 45 4 5 13 16 35 33 95 29 24 W L
2023-04-08 Trail Blazers Clippers Away 32 34 4 8 10 20 33 37 89 32 23 W L
2023-04-08 Clippers Trail Blazers Home 30 51 5 7 12 17 26 38 93 35 30 W W
2023-04-08 Jazz Nuggets Home 30 59 2 9 16 18 32 26 100 35 23 W W
2023-04-08 Nuggets Jazz Away 32 41 9 7 14 20 19 36 90 46 24 L L