MUVR20.1.0 package

PLS biplot

Check input

Confusion matrix

Effect matrix for the crisp multilevel tutorial

Make custom parameters for internal modelling

Get RMSEP

Get BER

Get number of misclassifications

Get min, mid or max model from Elastic Net modelling

Get variable importance

Get reference distribution for resampling tests

Perform permutation or resampling tests

Subject identifiers for the rye metabolomics regression tutorial

Subject identifiers for the rye metabolomics regression tutorial, usin...

Merge two MUVR class objects

MUVR2 with EN

MUVR2 with PLS and RF

Identify variables with near zero variance

One hot encoding

Plot permutation analysis

Plot predictions

PCA score plot

Plot for comparison of actual model fitness vs permutation/resampling

Plot predictions for PLS regression

Plot stability

Plot validation metric

Plot variable importance ranking

Calculate permutation p-value Calculate perutation p-value of actual m...

Predict outcomes Predict MV object using a MUVR class object and a X t...

Perform matrix pre-processing

Q2 calculation

Wrapper for speedy access to MUVR2 (autosetup of parallelization)

Wrapper for repeated double cross-validation without variable selectio...

Make custom parameters for rdcvNet internal modelling

Sampling from the distribution of something

Report variables belonging to different classes

Microbiota composition in mosquitos for the classification tutorial

Metabolomics data for the rye metabolomics regression tutorial

Metabolomics data for the rye metabolomics regression tutorial, using ...

Village of capture of mosquitos for the classification tutorial

Rye consumption for the rye metabolomics regression tutorial

Rye consumption for the rye metabolomics regression tutorial, using un...