[R] [R-pkgs] have a look over package "imputeTestbench"

Neeraj Dhanraj neerajdhanraj at gmail.com
Thu Aug 18 09:02:15 CEST 2016


Hi Friends,

Have a look over R package "imputeTestbench". It provides a Test bench for
comparison of missing data imputation models/methods. It compares imputing
methods with reference to RMSE, MAE or MAPE parameters. It allows to add
new proposed methods to test bench and to compare with other methods. The
function 'append_method()' allows to add multiple numbers of methods to the
existing methods available in test bench.

CRAN: https://cran.r-project.org/package=imputeTestbench

GitHub: https://github.com/neerajdhanraj/imputeTestbench

How to Use:
https://www.researchgate.net/publication/305767990_R_package_%27imputeTestbench%27_as_a_Testbench_to_compare_missing_value_imputation_methods

The current version is talking about univariate dataset imputation. Very
next version will allow user to operate it on any type of dataset including
multivariate datset.

For more detail contact me at:
http://www.neerajbokde.com/
-- 
Regards ,
*Neeraj Dhanraj Bokde  *
*M.E. Embedded System*

*Birla Institute of Technology & Science,* Pilani

Pilani Campus , Rajasthan, India

Phone: *+91 9028415974*

Email: h2012105 at pilani.bits-pilani.ac.in; *neerajdhanraj at gmail.com
<neerajdhanraj at gmail.com>*

Website: http://www.neerajbokde.com

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