🏀 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
2026-02-22 76ers Timberwolves Away 31 39 1 14 10 22 35 33 97 37 21 W W
2026-02-22 Trail Blazers Suns Away 23 47 11 10 21 11 20 27 81 37 11 W W
2026-02-22 Nuggets Warriors Away 25 44 3 13 17 11 27 40 91 31 29 W L
2026-02-22 Suns Trail Blazers Home 16 41 3 14 19 16 20 20 85 35 6 L L
2026-02-22 Thunder Cavaliers Home 32 44 4 12 16 19 40 24 86 41 25 W W
2026-02-22 Magic Clippers Away 25 43 3 7 12 21 29 28 83 23 31 W W
2026-02-22 Knicks Bulls Away 27 50 4 9 13 17 25 27 84 42 21 W W
2026-02-22 Pacers Mavericks Home 37 39 3 8 15 23 33 33 94 42 20 W L
2026-02-22 Hornets Wizards Away 27 53 5 9 12 17 38 23 87 46 25 W W
2026-02-22 Hawks Nets Home 28 52 4 10 15 16 32 28 87 33 21 W W
2026-02-22 Clippers Magic Home 18 43 9 9 9 18 25 28 83 23 28 W L
2026-02-22 Timberwolves 76ers Home 22 39 8 7 20 15 26 32 71 33 36 W L
2026-02-22 Mavericks Pacers Away 29 45 2 9 11 13 36 35 94 28 32 W W
2026-02-22 Bucks Raptors Home 18 46 4 4 17 16 27 24 85 32 19 L L
2026-02-21 76ers Pelicans Away 19 47 5 10 10 25 29 36 94 46 33 W L
2026-02-21 Rockets Knicks Away 24 44 6 5 19 20 21 33 80 31 23 L L
2026-02-21 Bulls Pistons Home 29 44 13 10 23 17 30 20 84 40 24 W L
2026-02-21 Spurs Kings Home 32 48 7 5 17 20 35 38 94 34 28 W W
2026-02-21 Kings Spurs Away 33 35 7 11 12 20 31 34 96 32 25 W L
2026-02-21 Heat Grizzlies Home 36 57 5 8 18 21 39 34 95 36 33 W W