ANN
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

Linear Regression
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

Ridge Regression
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

RidgeCV
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

Linear Lasso
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

Lasso
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

ElasticNet
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

BayesianRidge
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

Logistic Regression
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

SGD
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

SVM
                 precision    recall  f1-score   support

healthy control       0.67      1.00      0.80         2
  atopic eczema       1.00      0.67      0.80         3

       accuracy                           0.80         5
      macro avg       0.83      0.83      0.80         5
   weighted avg       0.87      0.80      0.80         5

KNN
                 precision    recall  f1-score   support

healthy control       0.40      1.00      0.57         2
  atopic eczema       0.00      0.00      0.00         3

       accuracy                           0.40         5
      macro avg       0.20      0.50      0.29         5
   weighted avg       0.16      0.40      0.23         5

Naive Bayes
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

Decision Tree
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

Bagging
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

Random Forest
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

Extra Tree
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

AdaBoost
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

GradientBoosting
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

XGBoost
                 precision    recall  f1-score   support

healthy control       0.50      0.50      0.50         2
  atopic eczema       0.67      0.67      0.67         3

       accuracy                           0.60         5
      macro avg       0.58      0.58      0.58         5
   weighted avg       0.60      0.60      0.60         5

Voting
                 precision    recall  f1-score   support

healthy control       1.00      1.00      1.00         2
  atopic eczema       1.00      1.00      1.00         3

       accuracy                           1.00         5
      macro avg       1.00      1.00      1.00         5
   weighted avg       1.00      1.00      1.00         5

