🏀 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
2025-12-27 Rockets Cavaliers Home 27 51 9 12 15 14 32 28 88 35 21 W W
2025-12-27 Timberwolves Nets Home 27 34 1 8 11 20 30 33 83 31 28 W L
2025-12-27 Heat Pacers Home 33 49 5 17 10 15 29 30 107 31 21 W W
2025-12-27 Pacers Heat Away 30 45 5 6 26 22 28 32 93 38 16 L L
2025-12-27 Hawks Knicks Home 33 37 3 6 11 20 27 28 89 43 27 L L
2025-12-27 Mavericks Kings Away 23 51 8 6 19 11 23 21 87 27 20 L L
2025-12-27 Bucks Bulls Away 22 47 3 12 10 16 28 26 86 36 24 W W
2025-12-27 Magic Nuggets Home 32 35 0 8 6 25 23 25 89 29 37 L W
2025-12-27 Spurs Jazz Home 30 46 7 6 11 22 40 20 99 44 21 W L
2025-12-27 Nets Timberwolves Away 32 39 2 8 15 22 33 29 84 40 21 W W
2025-12-26 Pistons Jazz Away 38 41 10 11 17 23 36 32 92 37 23 W L
2025-12-26 Celtics Pacers Away 26 43 3 8 12 22 28 47 83 39 34 W W
2025-12-26 76ers Bulls Away 22 46 4 7 8 20 28 24 93 39 24 L L
2025-12-26 Grizzlies Bucks Home 28 42 9 12 13 19 25 35 85 34 32 W W
2025-12-26 Hawks Heat Home 26 42 5 6 21 16 32 19 85 36 21 L L
2025-12-26 Raptors Wizards Away 26 33 5 10 11 16 32 30 91 36 27 L L
2025-12-26 Clippers Trail Blazers Away 21 32 5 6 12 18 25 31 69 40 31 L W
2025-12-26 Magic Hornets Home 22 42 7 7 9 25 28 20 93 35 23 L L
2025-12-26 Pacers Celtics Home 29 35 3 6 14 28 39 22 89 44 20 L L
2025-12-26 Hornets Magic Away 23 53 6 3 14 19 38 19 87 39 28 W W