Data Analysis for VIC
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README.md
analysis.Rmd
feature_selection.Rmd
feature_selection_iip.Rmd

README.md

Data Analysis and Apps for VIC

Links to markdown notebooks are also hosted here.

There are two submodules data-exporer and corr-network in this repository hosting the code for two applications we developed to explore the VIC dataset.

Links to the R markdown notebooks rendered as html pages are shown below.

  • For the univariate analysis and clustering please see this R markdown file - Analysis
  • For the feature selection analysis without IIP transform(no change in performance) that selects for fewer features, please see - Feature Selection
  • For the feature selection analysis using the IIP transform on Neut_VSV and unNeutFrac(as in paper), please see - Feature Selection with IIP transformation