🏀 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
2025-02-07 Wizards Cavaliers Home 25 40 2 8 13 17 33 34 94 44 25 L L
2025-02-07 Hawks Bucks Home 29 52 6 6 11 14 36 19 92 36 18 W W
2025-02-06 Rockets Timberwolves Away 26 39 7 12 10 18 33 38 84 31 28 W L
2025-02-06 Warriors Lakers Away 29 40 2 8 12 25 21 28 101 53 20 L L
2025-02-06 Pacers Clippers Away 31 46 3 13 7 14 22 42 95 39 24 W W
2025-02-06 Lakers Warriors Home 26 47 5 9 13 21 34 35 78 35 36 W W
2025-02-06 Clippers Pacers Home 25 48 4 5 19 16 42 19 88 40 18 W L
2025-02-06 Nuggets Magic Home 33 52 4 7 18 22 25 34 83 30 21 W W
2025-02-06 Celtics Mavericks Home 30 40 6 2 14 17 23 33 89 37 15 L L
2025-02-06 Timberwolves Rockets Home 23 47 6 5 13 21 32 34 94 39 24 W W
2025-02-06 Magic Nuggets Away 21 40 8 10 13 15 26 24 84 31 30 L L
2025-02-06 Kings Trail Blazers Away 21 47 6 8 10 20 27 23 88 30 22 W L
2025-02-06 Mavericks Celtics Away 32 35 4 9 8 15 32 35 88 33 18 W W
2025-02-06 Trail Blazers Kings Home 25 47 7 5 13 18 27 27 90 40 18 W W
2025-02-05 Warriors Jazz Away 33 41 4 6 9 24 25 33 100 48 27 L L
2025-02-05 Jazz Warriors Home 30 48 5 5 12 23 28 28 92 37 27 W W
2025-02-05 Raptors Grizzlies Home 28 34 3 11 9 29 29 30 98 42 19 L L
2025-02-05 Suns Thunder Away 24 35 2 3 18 17 33 30 70 36 33 L L
2025-02-05 Timberwolves Bulls Home 27 59 8 6 11 15 39 23 98 47 28 W W
2025-02-05 Bulls Timberwolves Away 25 34 5 9 9 22 30 30 83 36 22 L L