🏀 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
2026-02-25 Pistons Thunder Home 29 52 12 9 15 21 22 36 89 27 26 W W
2026-02-25 Kings Rockets Away 22 43 2 9 12 15 22 28 93 32 20 L L
2026-02-25 Cavaliers Bucks Away 28 44 2 7 11 10 33 30 87 40 27 W L
2026-02-25 Bucks Cavaliers Home 28 36 2 7 13 20 33 29 88 45 5 L W
2026-02-24 Knicks Cavaliers Away 23 44 8 7 16 22 26 28 86 37 21 L L
2026-02-24 Magic Lakers Away 26 47 5 7 10 20 25 28 94 29 23 W W
2026-02-24 Hawks Wizards Home 33 61 2 14 10 18 35 25 107 50 26 W W
2026-02-24 Thunder Raptors Away 26 49 5 10 16 19 25 35 95 40 12 W W
2026-02-24 76ers Pacers Away 29 44 5 14 13 21 30 45 92 29 25 W W
2026-02-24 Raptors Thunder Home 30 34 8 10 16 22 32 19 88 38 12 L L
2026-02-24 Wizards Hawks Away 23 41 8 9 20 19 20 23 84 31 17 L L
2026-02-24 Cavaliers Knicks Home 23 44 6 11 11 18 35 25 87 35 30 W W
2026-02-24 Heat Bucks Away 32 51 5 8 16 18 29 29 94 48 27 W L
2026-02-24 Timberwolves Trail Blazers Away 26 41 8 14 16 25 33 29 88 35 19 W W
2026-02-24 Bulls Hornets Home 18 33 1 9 19 12 31 24 82 40 15 L L
2026-02-24 Celtics Suns Away 24 61 7 4 8 13 21 29 95 47 9 W W
2026-02-24 Suns Celtics Home 18 34 5 4 8 16 26 20 79 36 13 L L
2026-02-24 Hornets Bulls Away 31 46 8 13 16 14 31 25 95 57 9 W W
2026-02-24 Lakers Magic Home 24 39 8 6 12 19 33 23 83 29 28 W L
2026-02-24 Pacers 76ers Home 27 41 4 8 16 19 38 27 95 43 22 L L