🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-08-08 06:00:07  ·  138,694 total games

📂 View Dataset
📊 Model Performance
74.8%
Test Accuracy
124,824
Training Games
13,870
Testing Games
138,694
Total Games
🔧 Feature Columns
home assists reboundsTotal blocks steals turnovers foulsPersonal q1Points q2Points fieldGoalsAttempted threePointersAttempted freeThrowsAttempted
📋 Predictions
P = Predicted Result A = Actual Result H/A = Home/Away 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
2024-02-04 Magic Pistons Away 22 37 3 7 10 18 24 26 84 24 15 L W
2024-02-04 Raptors Thunder Away 38 48 5 6 12 16 33 30 101 35 21 W L
2024-02-04 Bucks Jazz Away 27 32 3 8 12 21 26 37 84 41 25 L L
2024-02-04 Pistons Magic Home 22 36 5 6 15 18 29 18 80 31 22 L L
2024-02-03 Nets 76ers Away 35 53 5 3 12 20 38 29 95 51 23 W W
2024-02-03 Mavericks Bucks Home 22 42 1 9 21 19 44 21 81 39 23 W L
2024-02-03 Bulls Kings Home 24 47 3 13 16 20 25 27 91 34 22 W L
2024-02-03 Lakers Knicks Away 28 38 11 4 5 16 27 32 80 31 27 W W
2024-02-03 Cavaliers Spurs Away 31 51 4 6 10 19 30 37 97 44 13 W W
2024-02-03 Knicks Lakers Home 21 51 4 1 7 20 25 34 100 35 15 L L
2024-02-03 Spurs Cavaliers Home 23 54 6 6 12 13 25 20 98 40 21 W L
2024-02-03 Kings Bulls Away 33 40 1 12 17 18 32 39 84 39 29 W W
2024-02-03 76ers Nets Home 26 44 1 7 5 17 22 29 96 29 27 W L
2024-02-03 Bucks Mavericks Away 34 36 2 13 12 21 20 40 88 30 25 W W
2024-02-03 Hawks Warriors Home 27 57 4 5 8 20 28 36 114 43 22 W W
2024-02-03 Warriors Hawks Away 26 57 7 4 14 23 33 31 112 56 20 L L
2024-02-02 Clippers Pistons Away 31 36 5 12 11 21 27 38 89 29 19 W W
2024-02-02 Kings Pacers Away 26 38 3 15 17 17 38 33 90 34 28 W W
2024-02-02 Thunder Hornets Home 31 44 10 10 19 17 39 34 75 36 27 W W
2024-02-02 Hornets Thunder Away 22 35 4 12 14 21 19 23 92 31 14 L L