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Diabetes Random Forest

ACTIVERandomForestv1

Disease: داء السكريCreated Jun 19, 20260 predictions served

Training Info

ACTIVEDataset: 768Train: 614Test: 154Duration: 0.3s
Hyperparameters
{
  "max_depth": 8,
  "n_estimators": 200,
  "random_state": 42
}

Feature Importance

Glucose
0.295
BMI
0.169
Age
0.115
DiabetesPedigreeFunction
0.111
Insulin
0.098
BloodPressure
0.075
Pregnancies
0.070
SkinThickness
0.068

Metrics

MetricValue
accuracy74.68%
auc_roc81.22%
f159.79%
precision67.44%
recall53.70%