BlosSOM
Interactive dimensionality reduction on large datasets (EmbedSOM and FLOWER combined)
Public Member Functions | Public Attributes | List of all members
RawDataStats Struct Reference

Statistics from the untransformed dataset. More...

#include <trans_data.h>

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Public Member Functions

void update (const DataModel &dm)
 Recomputes the statistics if the input data changed. More...
 
- Public Member Functions inherited from Cleaner
 Cleaner ()
 
bool dirty (const Dirt &d)
 Returns true if the cache needs to be refreshed. More...
 
void clean (const Dirt &d)
 Call this when the cache is refreshed. More...
 
- Public Member Functions inherited from Dirt
 Dirt ()
 
void touch ()
 Make the cache dirty. More...
 

Public Attributes

std::vector< float > means
 Array containing means for each dimension. More...
 
std::vector< float > sds
 Array containing standard deviations for each dimension. More...
 
- Public Attributes inherited from Cleaner
int cleaned
 
- Public Attributes inherited from Dirt
int dirt
 

Detailed Description

Statistics from the untransformed dataset.

Pipeline part that gets preliminary statistics for use in later processes, esp. transformations and parameter guessing.

Definition at line 35 of file trans_data.h.

Member Function Documentation

◆ update()

void RawDataStats::update ( const DataModel dm)

Recomputes the statistics if the input data changed.

Parameters
dmOriginal data parsed from the input file.

Definition at line 24 of file trans_data.cpp.

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Member Data Documentation

◆ means

std::vector<float> RawDataStats::means

Array containing means for each dimension.

Definition at line 40 of file trans_data.h.

◆ sds

std::vector<float> RawDataStats::sds

Array containing standard deviations for each dimension.

Definition at line 42 of file trans_data.h.


The documentation for this struct was generated from the following files: