🏀 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
2023-12-30 Pistons Raptors Home 29 41 4 4 12 22 25 27 82 28 40 W W
2023-12-30 Mavericks Warriors Away 25 43 2 5 9 14 34 29 88 40 22 W W
2023-12-30 Pacers Knicks Home 40 34 7 6 16 18 32 32 85 43 21 W W
2023-12-30 Warriors Mavericks Home 32 47 3 8 11 21 26 28 103 48 13 L L
2023-12-30 Knicks Pacers Away 24 42 2 12 14 19 27 35 95 37 27 L L
2023-12-30 Raptors Pistons Away 26 33 5 9 8 27 24 20 91 24 28 L L
2023-12-30 Lakers Timberwolves Away 23 39 4 12 10 15 31 26 88 24 32 W L
2023-12-30 Timberwolves Lakers Home 24 45 8 8 19 26 29 32 76 34 24 W W
2023-12-30 Heat Jazz Away 20 46 8 8 16 24 28 25 78 31 40 W L
2023-12-30 76ers Bulls Away 24 36 5 12 8 22 17 31 92 38 15 L L
2023-12-29 Rockets 76ers Home 30 42 6 8 17 24 32 31 91 30 21 W L
2023-12-29 Knicks Magic Away 22 40 4 8 16 30 29 15 86 30 29 L L
2023-12-29 Cavaliers Bucks Home 28 37 7 11 8 20 37 22 103 43 9 L L
2023-12-29 Raptors Celtics Away 29 38 6 10 5 15 20 33 95 44 20 W L
2023-12-29 Nets Wizards Away 24 54 4 5 10 13 25 28 91 28 27 W L
2023-12-29 Clippers Grizzlies Home 28 54 6 3 18 19 33 26 87 39 25 W W
2023-12-29 Hornets Suns Away 32 26 3 5 6 17 30 28 92 46 8 L L
2023-12-29 Wizards Nets Home 28 43 5 5 7 19 25 29 91 38 7 W W
2023-12-29 Bucks Cavaliers Away 26 43 6 5 17 15 31 21 80 29 28 L W
2023-12-29 Magic Knicks Home 24 49 6 10 15 20 26 29 89 33 40 W W