R packages by 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 7 days ago

5.53 score 2 stars 1 dependents 25 scripts 879 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 1 years ago

2.70 score 3 scripts 372 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 1 months ago

2.60 score 6 scripts 199 downloads