🏀 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
2026-02-21 Pistons Bulls Away 34 50 6 12 14 20 28 25 105 29 15 W W
2026-02-21 Pelicans 76ers Home 25 49 8 5 14 25 24 33 81 34 38 W W
2026-02-21 Suns Magic Home 20 65 4 11 8 20 21 22 117 55 24 W W
2026-02-21 Grizzlies Heat Away 31 35 7 14 13 22 33 35 95 44 22 W L
2026-02-21 Magic Suns Away 24 53 15 6 16 21 25 26 98 39 19 L L
2026-02-21 Knicks Rockets Home 26 29 0 11 11 19 27 26 85 26 16 L W
2026-02-20 Cavaliers Hornets Away 24 39 3 10 12 21 30 29 77 21 28 W W
2026-02-20 Wizards Pacers Home 36 48 9 14 17 15 22 35 95 29 19 W W
2026-02-20 Mavericks Timberwolves Away 21 45 3 12 12 18 25 32 97 25 29 L L
2026-02-20 Nuggets Trail Blazers Away 41 60 3 12 15 22 41 41 96 41 32 W W
2026-02-20 Heat Hawks Away 31 58 4 8 8 21 29 28 100 35 14 W W
2026-02-20 Hawks Heat Home 26 46 3 4 13 16 16 35 95 38 15 L L
2026-02-20 Thunder Nets Home 22 47 4 11 18 19 21 29 83 35 25 W W
2026-02-20 Grizzlies Jazz Home 29 45 6 15 17 16 28 27 92 33 33 W W
2026-02-20 Jazz Grizzlies Away 28 49 6 11 24 24 32 35 93 34 16 W L
2026-02-20 Lakers Clippers Home 31 32 4 8 12 24 41 31 85 31 25 W W
2026-02-20 Clippers Lakers Away 25 42 5 7 16 20 30 35 82 21 29 W L
2026-02-20 Hornets Cavaliers Home 26 45 4 5 14 23 20 33 92 56 22 L L
2026-02-20 Nets Thunder Away 19 40 7 11 20 23 23 10 79 41 26 L L
2026-02-20 Trail Blazers Nuggets Home 25 36 5 8 18 20 27 26 86 47 29 L L