🏀 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
2025-04-13 Wizards Heat Away 33 43 3 4 10 14 30 36 90 37 17 W W
2025-04-13 Nuggets Rockets Away 28 47 6 7 9 13 36 29 88 29 31 W W
2025-04-13 Pelicans Thunder Home 22 47 4 6 12 19 19 30 91 38 30 L L
2025-04-13 Cavaliers Pacers Home 21 65 9 6 21 23 32 29 115 60 22 L L
2025-04-13 Trail Blazers Lakers Home 27 56 6 7 14 16 29 29 96 42 21 W W
2025-04-13 Celtics Hornets Home 22 49 6 12 13 14 33 21 90 45 13 W W
2025-04-13 Hawks Magic Home 32 44 2 8 15 15 31 27 88 40 10 W W
2025-04-13 Clippers Warriors Away 28 42 3 11 16 21 25 35 86 30 18 W W
2025-04-13 Heat Wizards Home 28 46 6 8 8 12 28 32 98 32 12 W L
2025-04-13 Timberwolves Jazz Home 23 54 9 9 13 16 30 20 98 43 16 W W
2025-04-13 Spurs Raptors Home 22 50 2 11 12 13 32 22 84 32 32 W W
2025-04-13 Nets Knicks Home 21 42 2 4 18 24 37 29 74 35 25 W L
2025-04-13 Hornets Celtics Away 23 51 4 10 17 16 15 28 85 39 18 W L
2025-04-13 Grizzlies Mavericks Home 31 53 7 13 11 15 38 29 104 40 15 W W
2025-04-13 Jazz Timberwolves Away 24 40 5 6 13 15 24 25 89 42 11 L L
2025-04-13 Raptors Spurs Away 32 42 1 8 13 23 37 37 97 39 16 W L
2025-04-13 Magic Hawks Away 25 43 5 11 14 8 24 22 88 35 15 W L
2025-04-13 Bucks Pistons Home 30 38 7 5 20 17 43 28 86 44 22 W W
2025-04-11 Knicks Cavaliers Home 22 35 2 11 8 18 39 23 88 41 20 W L
2025-04-11 Celtics Hornets Home 35 52 8 9 10 11 25 29 95 51 12 W W