🏀 NBA Win Predictor

Logistic Regression on Team Statistics

📂 View Dataset
📊 Model Performance
74.8%
Test Accuracy
124824
Training Games
13870
Testing Games
138694
Total Games
🔧 Feature Columns
teamId home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away A = Assists 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
2026-02-05 Wizards Pistons Away 30 39 6 9 16 26 34 22 91 41 18 L W
2026-02-05 Jazz Hawks Away 19 49 4 7 8 24 31 29 101 30 20 L L
2026-02-05 Suns Warriors Home 22 37 1 10 12 15 29 26 82 43 6 L L
2026-02-05 Mavericks Spurs Home 23 41 8 9 9 20 35 28 97 31 20 W L
2026-02-04 Kings Grizzlies Home 29 46 2 4 13 21 31 26 100 36 28 L L
2026-02-04 Timberwolves Raptors Away 26 46 5 8 10 20 32 27 97 39 25 W W
2026-02-04 Raptors Timberwolves Home 31 41 7 6 13 21 35 37 89 31 24 W L
2026-02-04 Nuggets Knicks Away 29 51 3 8 14 21 30 23 105 50 27 L L
2026-02-04 Rockets Celtics Home 16 38 5 10 9 17 17 25 82 30 22 L L
2026-02-04 Bucks Pelicans Home 36 43 3 5 14 18 30 33 92 47 10 W W
2026-02-04 Clippers Cavaliers Home 20 37 4 6 24 13 18 24 80 28 12 L L
2026-02-04 Celtics Rockets Away 26 57 6 6 13 18 18 31 90 51 20 W W
2026-02-04 Grizzlies Kings Away 30 44 4 8 13 26 28 30 90 41 28 W W
2026-02-04 Knicks Nuggets Home 28 45 2 4 11 23 28 27 100 50 19 L W
2026-02-04 Spurs Thunder Home 26 63 8 11 12 15 39 34 101 42 20 W W
2026-02-04 Pelicans Bucks Away 32 38 2 9 8 14 34 36 94 46 29 W L
2026-02-04 Thunder Spurs Away 26 46 9 10 14 16 26 32 93 47 14 W L
2026-02-04 Cavaliers Clippers Away 30 44 5 17 9 12 36 26 98 41 13 W W
2026-02-03 Heat Hawks Home 25 53 1 6 11 15 23 27 96 32 26 W L
2026-02-03 Lakers Nets Away 25 41 0 14 12 13 45 24 85 31 39 W W