🏀 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
2026-01-28 Celtics Hawks Home 21 51 6 3 16 13 18 28 89 34 16 L L
2026-01-28 Hawks Celtics Away 29 38 2 11 9 19 38 22 93 42 13 W W
2026-01-28 Spurs Rockets Away 28 46 8 5 15 15 26 28 82 26 24 W W
2026-01-28 Cavaliers Lakers Home 32 46 2 12 8 15 24 33 97 44 13 W W
2026-01-28 Knicks Raptors Away 32 48 5 12 16 21 18 29 90 38 18 W W
2026-01-28 Mavericks Timberwolves Home 22 50 3 6 17 19 29 19 84 18 39 W L
2026-01-28 Raptors Knicks Home 20 43 8 9 20 19 28 23 79 26 29 W L
2026-01-28 Lakers Cavaliers Away 21 36 3 7 16 16 28 27 81 32 18 L L
2026-01-28 Bulls Pacers Away 27 47 3 3 11 22 33 20 88 30 18 L L
2026-01-28 Jazz Warriors Home 38 37 3 16 19 22 24 31 90 38 24 W L
2026-01-27 Suns Nets Home 22 32 5 12 15 18 28 32 77 20 20 W W
2026-01-27 Thunder Pelicans Home 25 53 9 4 16 15 17 31 87 38 23 W W
2026-01-27 Bucks 76ers Away 29 38 4 4 11 12 34 28 86 34 27 L L
2026-01-27 Nuggets Pistons Home 22 49 9 4 15 16 18 28 84 29 23 W L
2026-01-27 Nets Suns Away 28 35 2 9 20 21 29 22 75 32 19 L L
2026-01-27 Wizards Trail Blazers Home 27 46 12 16 13 17 26 34 98 39 21 W W
2026-01-27 Clippers Jazz Away 27 39 3 10 11 19 18 35 88 46 21 L W
2026-01-27 Kings Knicks Away 18 44 3 8 16 16 26 25 87 30 14 L L
2026-01-27 Trail Blazers Wizards Away 19 69 5 10 20 17 28 25 109 38 23 W L
2026-01-27 Knicks Kings Home 24 44 1 11 18 16 36 16 78 32 18 W W