R-universe - david-hervas (David Hervas)

clickR - Semi-Automatic Preprocessing of Messy Data with Change Tracking for Dataset Cleaning

Tools for assessing data quality, performing exploratory analysis, and semi-automatic preprocessing of messy data with change tracking for integral dataset cleaning.

Last updated

5.45 score 4 stars 1 dependents 26 scripts 581 downloads

sNPLS - NPLS Regression with L1 Penalization

Tools for performing variable selection in three-way data using N-PLS in combination with L1 penalization, Selectivity Ratio and VIP scores. The N-PLS model (Rasmus Bro, 1996 <DOI:10.1002/(SICI)1099-128X(199601)10:1%3C47::AID-CEM400%3E3.0.CO;2-C>) is the natural extension of PLS (Partial Least Squares) to N-way structures, and tries to maximize the covariance between X and Y data arrays. The package also adds variable selection through L1 penalization, Selectivity Ratio and VIP scores.

Last updated

2.70 score 9 scripts 194 downloads

repmod - Create Report Table from Different Objects

Tools for generating descriptives and report tables for different models, data.frames and tables and exporting them to different formats.

Last updated

2.23 score 17 scripts 410 downloads