🏀 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
2025-04-20 Celtics Magic Home 22 42 5 13 9 13 26 22 82 37 18 W W
2025-04-20 Magic Celtics Away 17 41 5 5 15 17 18 31 81 27 11 L L
2025-04-20 Cavaliers Heat Home 21 42 4 8 7 13 31 31 88 43 16 W W
2025-04-20 Rockets Warriors Home 19 52 3 9 16 15 21 13 87 29 20 L L
2025-04-20 Thunder Grizzlies Home 36 54 8 12 15 16 32 36 99 48 15 W W
2025-04-20 Warriors Rockets Away 20 36 1 14 11 18 18 29 76 32 14 W W
2025-04-20 Grizzlies Thunder Away 18 43 4 7 22 15 20 16 93 34 12 L L
2025-04-20 Heat Cavaliers Away 23 37 4 5 14 15 24 30 80 31 12 L L
2025-04-19 Pistons Knicks Away 23 37 9 6 19 21 27 28 86 32 20 L L
2025-04-19 Lakers Timberwolves Home 15 38 4 5 13 10 28 20 83 41 16 L L
2025-04-19 Bucks Pacers Away 15 41 3 4 10 20 25 18 84 37 28 L L
2025-04-19 Pacers Bucks Home 28 43 6 6 5 22 33 34 81 34 26 W W
2025-04-19 Timberwolves Lakers Away 29 44 4 8 10 21 21 38 86 42 10 W W
2025-04-19 Clippers Nuggets Away 25 44 6 7 20 25 35 18 86 33 16 L L
2025-04-19 Knicks Pistons Home 26 36 9 12 9 21 27 30 93 26 17 W W
2025-04-19 Nuggets Clippers Home 24 45 1 11 11 18 27 22 94 27 27 W W
2025-04-18 Grizzlies Mavericks Home 30 50 4 8 10 17 39 27 100 31 15 W W
2025-04-18 Heat Hawks Away 33 54 8 4 14 15 33 29 96 42 18 W W
2025-04-18 Hawks Heat Home 30 44 3 12 9 18 24 29 102 47 12 W L
2025-04-18 Mavericks Grizzlies Away 25 36 8 9 16 17 24 25 87 38 16 L L