data_transform: Data Transformation and filtration Transformation of data...
In DKundnani/FeatureCorr: Finding associations through prime feature and pairwise correlations
data_transform R Documentation
Data Transformation and filtration
Transformation of data using one of the four mentioned methods and filtering based on median value
Description
Data Transformation and filtration
Transformation of data using one of the four mentioned methods and filtering based on median value
Usage
data_transform(df,transformation,featurelist, medianthres)
Arguments
df
numerical dataframe with rows having series of values for a single feature
transformation
type of transformation method ”Log2' or 'Z-score' or 'quantile' or 'NA' (no) transformaiton
featurelist
listing of feature names or ids to measure correlation between
medianthres
(optional)features have median below this numerical value are filtered or removed
Examples
transdf<- data_transform(df=GTEX[-1],transformation='log2',
featurelist=GTEX$Description)
transdf<- data_transform(df=GTEX[-1],transformation='log2',
featurelist=GTEX$Description, medianthres=1)
DKundnani/FeatureCorr documentation built on April 24, 2022, 7:59 p.m.
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| data_transform | R Documentation |
Data Transformation and filtration Transformation of data using one of the four mentioned methods and filtering based on median value
Description
Data Transformation and filtration Transformation of data using one of the four mentioned methods and filtering based on median value
Usage
data_transform(df,transformation,featurelist, medianthres)
Arguments
df |
numerical dataframe with rows having series of values for a single feature |
transformation |
type of transformation method ”Log2' or 'Z-score' or 'quantile' or 'NA' (no) transformaiton |
featurelist |
listing of feature names or ids to measure correlation between |
medianthres |
(optional)features have median below this numerical value are filtered or removed |
Examples
transdf<- data_transform(df=GTEX[-1],transformation='log2',
featurelist=GTEX$Description)
transdf<- data_transform(df=GTEX[-1],transformation='log2',
featurelist=GTEX$Description, medianthres=1)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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