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Functional analysis: MCA - Add kmeans clustering to MCA #26

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dprymidis opened this issue Jun 19, 2023 · 3 comments
Open

Functional analysis: MCA - Add kmeans clustering to MCA #26

dprymidis opened this issue Jun 19, 2023 · 3 comments
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enhancement New feature or request Future Implementation will be done once priority issues are closed

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@dprymidis
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@dprymidis dprymidis added the enhancement New feature or request label Jun 19, 2023
@dprymidis dprymidis self-assigned this Jun 19, 2023
@ChristinaSchmidt1
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I have worked on the MCA file and created/updated) already the two functions for doing MCA on 2 conditions (MCA_2Cond) or with CoRe data (MCA_CoRe). Please use the same parameter names where applicable for the kmeans function.
I also added a parameter so the user can pass their column name in case they have not the same names as we have (default are the names of the DMA output).

I have created a placeholder for you to move the kmeans at the bottom of the R file.

#' MCA_KMeans
#'
#' This script allows you to perform kmeans clustering to compute clusters of metabolites.
#'
#' @param 
#' @param outputFileName \emph{Optional: } Output filename \strong{Default=SiRCle_RCM.csv}
#' @return MCA an instance of the MetaProViz package
#' @export
#'

###############################################################
### ### ### Metabolite Clustering Analysis: K-means ### ### ###
###############################################################

MCA_KMeans <- function()
```

@ChristinaSchmidt1
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Also, please name the new column with the reuslts RG1_kmeans

@ChristinaSchmidt1 ChristinaSchmidt1 changed the title Move kmeans clustering from Visualization to MCA Add kmeans clustering to MCA Jul 14, 2023
@ChristinaSchmidt1
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As we discussed in yesterdays meeting, lets talk about the parameter syntax in a dedicated meeting to decide if we can make it similar to the RCM functions or if we should have a similar syntax to heatmap.

@ChristinaSchmidt1 ChristinaSchmidt1 changed the title Add kmeans clustering to MCA MCA- Add kmeans clustering to MCA Aug 21, 2023
@ChristinaSchmidt1 ChristinaSchmidt1 changed the title MCA- Add kmeans clustering to MCA Functional analysis: MCA - Add kmeans clustering to MCA Aug 22, 2023
@ChristinaSchmidt1 ChristinaSchmidt1 added the Future Implementation will be done once priority issues are closed label Sep 27, 2023
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enhancement New feature or request Future Implementation will be done once priority issues are closed
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