🏀 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
2026-02-01 Nets Pistons Away 17 43 2 3 23 19 24 20 73 31 27 L L
2026-02-01 Lakers Knicks Away 21 36 3 5 10 14 33 23 84 42 19 L L
2026-02-01 Spurs Magic Home 27 48 6 8 15 22 37 23 82 29 32 W W
2026-02-01 Trail Blazers Cavaliers Home 24 47 5 7 22 17 24 24 98 44 12 L L
2026-02-01 Kings Wizards Away 21 37 8 9 14 15 14 34 84 21 29 L L
2026-02-01 Heat Bulls Home 44 54 5 8 8 25 34 28 107 38 17 W W
2026-01-31 Pacers Hawks Home 29 51 4 6 23 21 35 45 89 32 21 W W
2026-01-31 Grizzlies Timberwolves Home 29 43 4 8 14 16 21 28 90 37 24 W L
2026-01-31 76ers Pelicans Home 28 52 4 5 9 17 31 36 94 36 23 W W
2026-01-31 Mavericks Rockets Away 19 48 4 3 11 12 28 23 92 23 26 L L
2026-01-31 Heat Bulls Home 26 47 4 17 19 19 25 38 95 47 31 W L
2026-01-31 Pelicans 76ers Away 23 46 11 5 10 16 33 21 92 36 22 W L
2026-01-31 Rockets Mavericks Home 33 53 6 10 5 20 31 28 108 26 15 W W
2026-01-31 Hornets Spurs Home 30 51 5 5 11 19 26 35 88 35 22 W W
2026-01-31 Spurs Hornets Away 26 36 6 7 10 16 30 17 80 34 19 L L
2026-01-31 Bulls Heat Away 34 43 5 8 23 21 31 25 88 40 18 L W
2026-01-31 Timberwolves Grizzlies Away 28 45 5 12 14 21 30 28 89 37 24 W W
2026-01-31 Hawks Pacers Away 25 39 2 11 10 18 39 34 97 28 28 W L
2026-01-30 Magic Raptors Home 28 35 3 7 12 23 29 21 78 34 37 W W
2026-01-30 Wizards Lakers Home 28 39 4 10 18 19 27 21 99 48 10 L L