CEBL
2.1
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#include <MNF.hpp>
Public Member Functions | |
MNF () | |
void | make (const ublas::matrix< double > &data, const std::vector< int > &components) |
ublas::matrix< double > | apply (const ublas::matrix< double > &data) const |
ublas::matrix< double > | extract (const ublas::matrix< double > &data) |
ublas::matrix< double > | getFilterMatrix () |
map< string, SerializedObject > | save () const |
save plugin to list, and return it | |
void | load (map< string, SerializedObject > objects) |
load plugin from list of objects | |
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Filter () | |
virtual | ~Filter () |
bool | isTrained () |
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Plugin () | |
virtual | ~Plugin () |
void | halt () |
tell classifier to halt | |
string | getName () const |
get the name of the plugin | |
virtual std::map< std::string, CEBL::Param > | getParamsList () |
get the parameter list | |
virtual void | setParamsList (std::map< std::string, CEBL::Param > &) |
set the parameter list |
Additional Inherited Members | |
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bool | created |
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string | plugin_name |
bool | should_halt |
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inline |
Definition at line 45 of file MNF.hpp.
References CEBL::Plugin::plugin_name.
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virtual |
Apply filter matrix to new data and return filtered result.
TODO: make a version which modifies input in-place \param data data to filter \return filtered result matrix, same size as data
Implements CEBL::Filter.
Definition at line 120 of file MNF.cpp.
References cppR::createMatrix(), filter(), cppR::ncol(), and cppR::rep().
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virtual |
Extract components from sample data for manual or automatic artifact identification.
data | sample data nFeatures X nSamples |
Implements CEBL::Filter.
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inlinevirtual |
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virtual |
load plugin from list of objects
Reimplemented from CEBL::Plugin.
Definition at line 151 of file MNF.cpp.
References CEBL::deserialize(), and filter().
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virtual |
Using a matrix of sample data and vector of components to remove, create the internal filter matrix which will be used by the apply function to remove components from new data.
data | sample data nFeatures X nSamples |
components | vector of component indices |
Implements CEBL::Filter.
Definition at line 87 of file MNF.cpp.
References cppR::createMatrix(), cppR::diag(), filter(), cppR::ncol(), cppR::nrow(), cppR::rep(), cppR::rowMeans(), and cppR::solve().
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virtual |
save plugin to list, and return it
Reimplemented from CEBL::Plugin.
Definition at line 140 of file MNF.cpp.
References filter(), and CEBL::serialize().