Could you please add XGboost as a new Machine Learning available algorithm?

It s great that you have the SVM included but in order to be actually useful for research these are the things that are needed for optimum model selection. Now the models are not optimized. 1. Cross-Validation: you need to add a k-fold cross-vali...

These are very important analysis in microbial ecology. Both analyses are critical to understanding the behaviour and relationship between microbial community; their population shift in response to treatment/environmental changes. The ability to...

affordable and simple option for making word clouds for instance...

A good idea would be to pay only for a few functions..

So that people won't need another software

In time series analysis, dynamic time warping (DTW) is one of the algorithms for measuring similarity between two temporal sequences, which may vary in speed. The ability to analyze and then cluster times series based on dynamic time warping wou...

R(ecency), F(requency), M(onetary value) analysis segments customers on their actual purchase behavior. It allows for identifying loyal customers, lost customers, at-risk customers, etc., which can be useful for devising market penetration strateg...

In the {Significance by cell (Fisher's exact test)} table, we can only get < or >.It would be valuable to have the corresponding p-values per cell.

In MCA, it would be useful to add the analysis of intracontributions to variable absolute contributions from category opppositions proposes by Brigitte Le Roux and Henry Rouanet: Brigitte Le Roux and Henry Rouanet (1998). "Interpreting Axes in...