Feature Selector

Download Selection

Overview of the source data

Automatic changes to the data

Read it attentively and modify heuristics to obtain the data that makes sense

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Overview of the selected data
Visualize NA's

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Forest Plot
OR by variables

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Add Confidence Intervals

Interactive

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Overview of the source data

For a numeric looking variable to be considered as categorical

Automatic changes to the data

Read it attentively and modify heuristics to obtain the data that makes sense

Filter rows (observations)

for reponse variables

for predictors

Filter columns (variables)

Overview of the selected data

Visualize NA's

Stringent

Imputation

Stringent

Worst variables after stringent

Imputation effect on correlations

Overview of Imputed Data

Forest Plot

OR by variables

Bootsrapped plot

Bootsrapped FS table

FS on the original data

Choose cut-offs for graphics

PCA

Regular PLS-DA

Optimal Parameters

sPLS-DA

Feature Stability

Choose cut-offs for graphics

Pairwise PLS

Optimal Parameters

DIABLO

Feature Stability

Block Interactions

GLM