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logistic_regression

ACTIVELogisticRegressionv1

Disease: داء السكريCreated Sep 28, 202617 predictions served

Training Info

ACTIVEDataset: 16,888Train: 13,510Test: 3,378
Hyperparameters
{
  "C": 1,
  "tol": 0.0001,
  "dual": false,
  "n_jobs": null,
  "solver": "lbfgs",
  "penalty": "l2",
  "verbose": 0,
  "l1_ratio": null,
  "max_iter": 100,
  "warm_start": false,
  "multi_class": "deprecated",
  "class_weight": null,
  "random_state": null,
  "fit_intercept": true,
  "intercept_scaling": 1
}

Feature Importance

HbA1c_level
0.388
blood_glucose_level
0.273
age
0.160
bmi
0.103
hypertension
0.041
heart_disease
0.034

Metrics

MetricValue
accuracy88.10%
auc_roc96.01%
f188.17%
precision87.65%
recall88.69%