🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-10-31 10:20:39 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
2023-04-05 Celtics Raptors Home 20 48 7 5 15 14 31 25 89 38 18 W W
2023-04-05 Raptors Celtics Away 20 50 7 10 12 19 28 16 90 33 17 W L
2023-04-05 Bulls Bucks Away 28 38 3 10 15 11 21 30 83 33 11 L L
2023-04-05 Bucks Bulls Home 26 53 3 7 13 13 28 21 92 46 11 W W
2023-04-05 Nets Pistons Away 36 38 7 6 13 12 47 27 86 43 23 W W
2023-04-05 Pistons Nets Home 27 34 3 5 14 18 34 23 84 28 14 L L
2023-04-05 Pacers Knicks Home 33 37 5 6 17 17 29 38 87 30 30 W L
2023-04-05 Knicks Pacers Away 34 52 8 13 18 21 38 32 100 46 25 W W
2023-04-04 Warriors Thunder Home 25 54 6 6 14 22 36 33 95 47 30 W W
2023-04-04 Thunder Warriors Away 23 38 1 4 10 22 39 40 93 32 35 L L
2023-04-04 Spurs Suns Away 25 38 5 7 12 16 25 26 90 40 14 L L
2023-04-04 Suns Spurs Home 25 57 7 7 14 12 42 27 89 33 26 W W
2023-04-04 Lakers Jazz Away 27 44 7 6 12 21 34 34 96 34 35 W W
2023-04-04 Jazz Lakers Home 29 41 3 4 14 28 33 24 90 33 31 L L
2023-04-04 Celtics 76ers Away 28 43 4 4 8 17 22 24 91 45 16 L L
2023-04-04 76ers Celtics Home 21 37 7 3 12 21 28 25 78 29 16 L W
2023-04-04 Bulls Hawks Home 16 32 6 8 8 18 26 27 89 31 20 L L
2023-04-04 Hawks Bulls Away 26 48 7 5 17 18 36 29 86 28 19 W W
2023-04-04 Rockets Nuggets Home 23 55 3 12 13 16 31 25 102 31 24 W W
2023-04-04 Nuggets Rockets Away 26 47 13 9 20 18 30 29 87 36 18 W L