viraltab.md
In viralmodels: Viral Load and CD4 Lymphocytes Regression Models

viraltab() works

Code
  viraltab(traindata, semilla, target, viralvars, logbase, pliegues, repeticiones,
    rejilla, rank_output = TRUE)
Message
  i Creating pre-processing data to finalize unknown parameter: mtry
Condition
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
  Warning:
  Using `all_of()` outside of a selecting function was deprecated in tidyselect 1.2.0.
  i See details at <https://tidyselect.r-lib.org/reference/faq-selection-context.html>
Output
                      wflow_id              .config .metric   mean std_err n
  1             normalized_KNN Preprocessor1_Model1    rmse 134.01   30.07 2
  2             normalized_KNN Preprocessor1_Model1     rsq   0.74    0.03 2
  3  normalized_neural_network Preprocessor1_Model1    rmse 145.47    5.50 2
  4  normalized_neural_network Preprocessor1_Model1     rsq   0.74    0.05 2
  5         simple_CART_bagged Preprocessor1_Model1    rmse 148.07    8.72 2
  6         simple_CART_bagged Preprocessor1_Model1     rsq   0.72    0.06 2
  7                  simple_rf Preprocessor1_Model1    rmse 155.20   38.74 2
  8                  simple_rf Preprocessor1_Model1     rsq   0.81    0.06 2
  9              full_quad_KNN Preprocessor1_Model1    rmse 157.13   35.85 2
  10             full_quad_KNN Preprocessor1_Model1     rsq   0.65    0.01 2
  11             simple_Cubist Preprocessor1_Model1    rmse 164.21   13.83 2
  12             simple_Cubist Preprocessor1_Model1     rsq   0.68    0.03 2
  13       normalized_SVM_poly Preprocessor1_Model1    rmse 183.17   17.60 2
  14       normalized_SVM_poly Preprocessor1_Model1     rsq   0.52    0.01 2
  15     normalized_SVM_radial Preprocessor1_Model1    rmse 231.96   36.40 2
  16     normalized_SVM_radial Preprocessor1_Model1     rsq   0.67    0.01 2
  17      full_quad_linear_reg Preprocessor1_Model1    rmse 469.64  293.02 2
  18      full_quad_linear_reg Preprocessor1_Model1     rsq   0.29    0.26 2
           preprocessor            model rank
  1              recipe nearest_neighbor    1
  2              recipe nearest_neighbor    1
  3              recipe              mlp    2
  4              recipe              mlp    2
  5  workflow_variables         bag_tree    3
  6  workflow_variables         bag_tree    3
  7  workflow_variables      rand_forest    4
  8  workflow_variables      rand_forest    4
  9              recipe nearest_neighbor    5
  10             recipe nearest_neighbor    5
  11 workflow_variables     cubist_rules    6
  12 workflow_variables     cubist_rules    6
  13             recipe         svm_poly    7
  14             recipe         svm_poly    7
  15             recipe          svm_rbf    8
  16             recipe          svm_rbf    8
  17             recipe       linear_reg    9
  18             recipe       linear_reg    9