🏀 NBA Win Predictor

Logistic Regression on Team Statistics

Trained 2026-11-02 13:03:55 UTC  ·  139,006 total games

📂 View Dataset
📊 Model Performance
75.4%
Test Accuracy
125,105
Training Games
13,901
Testing Games
139,006
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
2023-02-02 Grizzlies Cavaliers Away 22 44 5 8 18 23 26 28 87 23 22 L L
2023-02-02 Cavaliers Grizzlies Home 33 41 7 12 16 17 30 37 91 29 22 W W
2023-02-02 Knicks Heat Home 25 44 0 8 18 17 28 23 83 36 18 L W
2023-02-02 Heat Knicks Away 24 33 3 8 11 15 22 26 87 36 16 L L
2023-02-02 Lakers Pacers Away 29 51 5 8 13 10 30 24 92 22 31 W W
2023-02-02 Pacers Lakers Home 30 46 6 8 16 21 35 32 93 41 6 W L
2023-02-01 Hawks Suns Away 32 45 5 6 12 24 26 40 91 33 11 W W
2023-02-01 Suns Hawks Home 22 44 4 8 16 13 23 24 86 28 31 L L
2023-02-01 Raptors Jazz Away 27 52 2 11 8 22 25 35 110 23 26 W L
2023-02-01 Jazz Raptors Home 29 49 11 3 16 17 31 34 83 47 30 W W
2023-02-01 Rockets Thunder Home 20 65 12 6 18 20 34 33 94 23 31 W W
2023-02-01 Thunder Rockets Away 22 52 6 11 10 23 25 33 103 43 22 W L
2023-02-01 Warriors Timberwolves Away 21 58 4 7 17 24 34 37 91 35 34 W L
2023-02-01 Timberwolves Warriors Home 26 53 7 5 11 23 32 30 106 50 24 W W
2023-02-01 Spurs Kings Home 30 40 1 5 18 17 31 23 88 24 7 L L
2023-02-01 Kings Spurs Away 25 34 3 10 10 13 30 31 90 27 19 L W
2023-02-01 Nets Celtics Away 19 32 1 8 7 12 16 29 88 39 18 L L
2023-02-01 Celtics Nets Home 28 57 4 4 12 13 46 33 92 54 10 W W
2023-02-01 76ers Magic Home 27 43 4 7 19 24 37 19 78 35 26 W W
2023-02-01 Magic 76ers Away 12 46 4 10 15 21 23 30 87 38 29 L L