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
The Scripps Research Institute
La Jolla, CA, USA