🏀 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
2025-02-28 Timberwolves Jazz Away 35 40 4 17 7 13 40 27 101 52 14 W L
2025-02-28 Cavaliers Celtics Away 23 44 3 4 7 14 26 38 94 39 19 L W
2025-02-28 Jazz Timberwolves Home 35 60 4 3 20 13 38 18 92 35 14 W W
2025-02-28 Grizzlies Knicks Home 26 58 4 2 18 17 32 27 94 31 22 W L
2025-02-28 Pistons Nuggets Home 32 42 3 15 10 22 31 32 99 37 23 W L
2025-02-28 Knicks Grizzlies Away 29 35 7 10 8 16 25 31 95 38 16 L W
2025-02-28 Lakers Clippers Home 19 39 5 14 15 14 24 35 80 33 22 W W
2025-02-28 Hawks Thunder Home 27 46 5 8 19 14 23 41 88 36 23 W L
2025-02-27 Warriors Magic Away 26 38 7 8 12 18 23 29 79 45 34 W W
2025-02-27 Mavericks Hornets Home 23 48 7 12 7 11 25 25 97 36 16 W W
2025-02-27 Nuggets Bucks Away 28 55 2 8 13 17 30 27 105 34 11 W L
2025-02-27 Pelicans Suns Away 25 50 6 3 6 12 35 26 104 47 12 L W
2025-02-27 Suns Pelicans Home 29 52 6 4 10 15 30 32 94 53 10 W L
2025-02-27 Magic Warriors Home 23 46 4 9 18 25 34 32 89 28 18 W L
2025-02-27 Hornets Mavericks Away 25 56 2 3 15 16 24 25 98 27 13 L L
2025-02-27 Bucks Nuggets Home 25 48 4 8 11 11 30 24 90 34 28 W W
2025-02-27 Lakers Timberwolves Home 21 52 2 7 12 18 33 25 82 41 46 W W
2025-02-27 Timberwolves Lakers Away 25 41 3 9 10 29 17 30 84 41 26 L L
2025-02-26 Celtics Pistons Away 21 32 1 9 17 15 20 35 80 49 15 L L
2025-02-26 Clippers Bulls Away 33 44 10 9 15 16 31 28 85 37 17 W W