LogoClinivar
HomeModelsPredict
ar
Clinivar
ModelsPredictLogin

© 2026 Clinivar. University project.

Back to Models

random_forest

ACTIVERandomForestClassifierv1

Disease: داء السكريCreated Sep 28, 202616 predictions served

Training Info

ACTIVEDataset: 16,888Train: 13,510Test: 3,378
Hyperparameters
{
  "n_jobs": null,
  "verbose": 0,
  "bootstrap": true,
  "ccp_alpha": 0,
  "criterion": "gini",
  "max_depth": 12,
  "oob_score": false,
  "warm_start": false,
  "max_samples": null,
  "class_weight": null,
  "max_features": "sqrt",
  "n_estimators": 500,
  "random_state": null,
  "monotonic_cst": null,
  "max_leaf_nodes": null,
  "min_samples_leaf": 1,
  "min_samples_split": 2,
  "min_impurity_decrease": 0,
  "min_weight_fraction_leaf": 0
}

Feature Importance

HbA1c_level
0.415
blood_glucose_level
0.308
age
0.168
bmi
0.078
hypertension
0.022
heart_disease
0.010

Metrics

MetricValue
accuracy90.76%
auc_roc97.68%
f191.01%
precision88.66%
recall93.49%