🏀 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
2025-02-20 Bucks Clippers Home 22 41 5 5 17 18 28 29 80 43 27 L W
2025-02-20 Magic Hawks Away 15 53 7 6 7 22 21 38 85 25 38 W W
2025-02-20 Spurs Suns Home 30 44 3 13 9 20 31 29 93 41 22 W W
2025-02-20 Clippers Bucks Away 28 43 7 14 11 27 29 21 88 30 19 W L
2025-02-20 Lakers Trail Blazers Away 20 48 6 7 22 17 28 27 82 32 25 L W
2025-02-20 Bulls Knicks Away 24 53 6 6 15 12 21 22 103 48 12 L L
2025-02-20 Cavaliers Nets Away 19 52 5 8 16 20 24 24 94 39 27 L W
2025-02-20 Pacers Grizzlies Home 29 46 12 6 10 20 28 50 91 45 22 W W
2025-02-20 76ers Celtics Home 23 44 0 7 10 17 28 28 93 39 17 L L
2025-02-20 Nuggets Hornets Home 29 55 3 3 13 14 38 28 98 43 16 W W
2025-02-20 Hawks Magic Home 20 51 4 7 9 25 33 25 100 35 28 W L
2025-02-20 Trail Blazers Lakers Home 27 33 7 16 17 24 15 32 86 37 21 L L
2025-02-13 Mavericks Heat Home 28 40 2 7 13 17 21 34 90 36 16 L W
2025-02-13 Jazz Clippers Home 23 47 1 7 26 25 33 27 78 45 26 L L
2025-02-13 Pelicans Kings Home 32 45 7 11 10 17 28 32 92 50 34 W W
2025-02-13 Rockets Warriors Home 24 52 5 7 20 20 19 29 93 36 18 L L
2025-02-13 Thunder Timberwolves Away 25 49 7 4 9 17 24 32 88 29 24 W L
2025-02-13 Kings Pelicans Away 38 58 1 8 14 19 29 36 112 47 21 W L
2025-02-13 Clippers Jazz Away 22 43 5 16 10 22 26 28 94 38 36 W W
2025-02-13 Warriors Rockets Away 26 42 6 13 10 18 28 34 89 41 27 W W