| Name : R-WaveletMLbestFL
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.3
| Date : 2024-06-14 12:12:43
|
| Group : Development/Libraries/Other
| Source RPM : R-WaveletMLbestFL-0.1.0-lp153.2.3.src.rpm
|
| Size : 0.03 MB
| |
| Packager : (none)
| |
| Summary : The Best Wavelet Filter-Level for Prepared Wavelet-Based Models
|
Description :
Four filters have been chosen namely \'haar\', \'c6\', \'la8\', and \'bl14\'
(Kindly refer to \'wavelets\' in \'CRAN\' repository for more supported
filters). Levels of decomposition are 2, 3, 4, etc. up to maximum
decomposition level which is ceiling value of logarithm of length of
the series base 2. For each combination two models are run separately.
Results are stored in \'input\'. First five metrics are expected to be
minimum and last three metrics are expected to be maximum for a model
to be considered good. Firstly, every metric value (among first five)
is searched in every columns and minimum values are denoted as \'MIN\'
and other values are denoted as \'NA\'. Secondly, every metric (among
last three) is searched in every columns and maximum values are denoted
as \'MAX\' and other values are denoted as \'NA\'. \'output\' contains the
similar number of rows (which is 8) and columns (which is number
filter-level combinations) as of \'input\'. Values in \'output\' are
corresponding \'NA\', \'MIN\' or \'MAX\'. Finally, the column containing
minimum number of \'NA\' values is denoted as the best (\'FL\'). In special
case, if two columns having equal \'NA\', it has been checked among these
two columns which one is having least \'NA\' in first five rows and has
been inferred as the best. \'FL_metrics_values\' are the corresponding
metrics values. \'WARIGAANbest\' is the data frame (dimension: 1*8)
containing different metrics of the best filter-level combination.
More details can be found in Garai and others (2023)
< doi:10.13140/RG.2.2.11977.42087>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
