🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-08-08 06:00:07  ·  138,694 total games

📂 View Dataset
📊 Model Performance
74.8%
Test Accuracy
124,824
Training Games
13,870
Testing Games
138,694
Total Games
🔧 Feature Columns
home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away 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
2025-01-05 Thunder Celtics Home 22 46 6 11 15 18 32 23 87 38 13 W W
2025-01-05 Rockets Lakers Home 19 49 4 3 6 22 36 31 99 40 19 L W
2025-01-05 Lakers Rockets Away 26 39 5 4 10 21 22 27 78 36 28 L L
2025-01-05 Warriors Kings Home 22 35 3 10 22 21 21 30 81 35 18 L L
2025-01-05 Cavaliers Hornets Home 29 41 5 5 12 17 29 34 92 43 16 W W
2025-01-05 Magic Jazz Home 25 43 4 8 11 21 25 18 98 47 13 L L
2025-01-04 Pistons Timberwolves Home 26 47 2 12 12 22 33 22 93 38 20 W W
2025-01-04 Pacers Suns Home 35 47 4 7 6 16 30 26 96 40 21 W W
2025-01-04 Bucks Trail Blazers Home 25 43 3 14 11 13 31 20 95 41 9 W L
2025-01-04 Nets 76ers Home 22 39 4 6 22 21 19 28 82 41 19 L L
2025-01-04 Warriors Grizzlies Home 32 29 5 13 18 18 30 28 84 43 16 L W
2025-01-04 Suns Pacers Away 30 36 7 3 11 14 29 27 78 30 21 W L
2025-01-04 Spurs Nuggets Home 28 58 7 3 12 20 27 28 104 48 18 W L
2025-01-04 Timberwolves Pistons Away 20 33 4 7 17 21 28 15 80 40 26 L L
2025-01-04 Knicks Bulls Away 27 49 3 7 13 13 33 39 97 30 28 W L
2025-01-04 Trail Blazers Bucks Away 21 55 3 7 17 9 28 26 85 36 13 W W
2025-01-04 Hawks Clippers Away 30 43 4 11 22 12 28 26 88 46 17 L L
2025-01-04 76ers Nets Away 31 50 2 11 17 17 29 35 82 40 30 W W
2025-01-04 Heat Jazz Home 25 32 7 9 15 14 22 19 80 35 30 L L
2025-01-04 Bulls Knicks Home 36 43 4 6 12 21 29 34 94 37 18 W W