🏀 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
2026-01-29 Mavericks Hornets Home 26 50 8 7 8 15 20 38 103 33 16 W L
2026-01-29 Kings 76ers Away 21 46 4 6 16 26 25 29 82 26 23 L L
2026-01-29 Nuggets Nets Home 24 41 4 6 6 14 30 34 80 26 25 W W
2026-01-29 Bulls Heat Home 25 52 4 5 15 20 31 20 94 38 29 L L
2026-01-29 Thunder Timberwolves Away 27 36 5 11 15 15 22 28 86 31 20 L L
2026-01-29 Hawks Rockets Home 19 46 5 7 12 16 23 19 93 39 7 L L
2026-01-29 Hornets Mavericks Away 28 45 9 4 10 17 33 26 91 41 18 W W
2026-01-29 Heat Bulls Away 29 49 2 12 13 19 34 28 93 36 24 W W
2026-01-29 Pistons Suns Away 26 37 2 8 9 19 31 25 87 29 21 L L
2026-01-29 Timberwolves Thunder Home 26 46 7 12 19 21 34 29 89 47 18 W W
2026-01-29 Bucks Wizards Away 25 43 9 7 9 20 23 20 98 38 9 L L
2026-01-29 76ers Kings Home 25 24 3 8 9 19 28 32 72 25 31 W W
2026-01-28 Magic Heat Away 36 42 6 12 7 16 34 25 104 38 17 W W
2026-01-28 Warriors Jazz Away 39 42 8 15 20 17 34 34 86 54 30 W W
2026-01-28 Grizzlies Hornets Home 27 29 7 10 12 10 28 27 81 40 12 W L
2026-01-28 Rockets Spurs Home 23 46 8 12 11 18 36 26 99 23 18 W L
2026-01-28 Timberwolves Mavericks Away 26 42 6 15 12 25 31 27 94 34 27 W W
2026-01-28 Hornets Grizzlies Away 25 43 1 5 17 11 36 26 90 42 8 L W
2026-01-28 Heat Magic Home 27 48 5 6 18 18 27 41 88 34 23 W L
2026-01-28 Pacers Bulls Home 30 43 3 7 6 18 24 25 85 36 25 W W