🏀 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
2026-02-19 Warriors Celtics Home 30 40 4 8 8 11 32 19 96 55 8 L L
2026-02-19 Pistons Knicks Away 30 44 8 9 14 20 28 30 93 30 20 W W
2026-02-19 Spurs Suns Home 30 50 7 6 11 12 30 31 87 37 20 W W
2026-02-19 Knicks Pistons Home 24 38 7 9 12 22 26 22 87 35 28 L L
2026-02-15 Stars World Home 13 19 4 4 3 4 32 5 36 16 0 W W
2026-02-15 World Stars Away 12 16 3 1 4 0 32 3 29 14 6 L L
2026-02-12 Trail Blazers Jazz Away 26 52 7 7 19 23 28 33 90 46 33 W W
2026-02-12 Jazz Trail Blazers Home 28 38 3 15 19 27 31 32 87 38 29 W L
2026-02-12 Bucks Thunder Away 25 49 6 9 10 17 30 37 95 42 7 W W
2026-02-12 Lakers Mavericks Home 35 44 3 8 12 20 36 28 86 31 21 W W
2026-02-12 Mavericks Lakers Away 22 28 1 7 15 18 31 32 79 26 25 L L
2026-02-12 Thunder Bucks Home 22 47 6 3 16 8 25 30 83 45 20 W L
2026-02-11 Clippers Rockets Away 21 32 7 13 9 15 22 24 77 28 26 W W
2026-02-11 Wizards Cavaliers Away 26 40 4 13 14 21 24 37 104 46 18 L L
2026-02-11 Cavaliers Wizards Home 30 51 8 9 21 15 40 36 83 38 37 W W
2026-02-11 Nets Pacers Home 25 47 5 8 16 18 31 33 85 33 26 W L
2026-02-11 Suns Thunder Home 26 43 5 4 10 12 25 27 92 42 13 L L
2026-02-11 Celtics Bulls Home 29 48 8 9 14 15 36 36 95 45 13 W W
2026-02-11 Grizzlies Nuggets Away 28 29 5 12 6 32 28 26 91 39 21 L L
2026-02-11 Knicks 76ers Away 41 51 6 13 15 16 36 36 91 44 27 W W