PLearn 0.1
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#include <ClassSubsetVMatrix.h>
Public Member Functions | |
ClassSubsetVMatrix () | |
Default constructor. | |
ClassSubsetVMatrix (VMat the_source, const TVec< int > &the_classes, bool call_build_=true) | |
Convenience constructor. | |
ClassSubsetVMatrix (VMat the_source, int the_class, bool call_build_=true) | |
Convenience constructor. | |
virtual void | build () |
Simply calls inherited::build() then build_(). | |
virtual real | get (int i, int j) const |
These methods are implemented by buffering calls to getNewRow. | |
virtual void | getSubRow (int i, int j, Vec v) const |
fills v with the subrow i laying between columns j (inclusive) and j+v.length() (exclusive) | |
virtual void | makeDeepCopyFromShallowCopy (CopiesMap &copies) |
Transforms a shallow copy into a deep copy. | |
virtual string | classname () const |
virtual OptionList & | getOptionList () const |
virtual OptionMap & | getOptionMap () const |
virtual RemoteMethodMap & | getRemoteMethodMap () const |
virtual ClassSubsetVMatrix * | deepCopy (CopiesMap &copies) const |
Static Public Member Functions | |
static string | _classname_ () |
Declares name and deepCopy methods. | |
static OptionList & | _getOptionList_ () |
static RemoteMethodMap & | _getRemoteMethodMap_ () |
static Object * | _new_instance_for_typemap_ () |
static bool | _isa_ (const Object *o) |
static void | _static_initialize_ () |
static const PPath & | declaringFile () |
Public Attributes | |
TVec< int > | classes |
Classes of examples to keep. | |
bool | redistribute_classes |
Indication that the class values should be redistributed between 0 and classes.length()-1, based on the order in classes. | |
bool | one_vs_minus_one_classification |
Indication that, if classes contains 2 class indexes, than they should be mapped to -1 (the first index) and 1. | |
Static Public Attributes | |
static StaticInitializer | _static_initializer_ |
Static Protected Member Functions | |
static void | declareOptions (OptionList &ol) |
Declares this class' options. | |
Private Types | |
typedef SelectRowsVMatrix | inherited |
Private Member Functions | |
void | build_ () |
This does the actual building. | |
Private Attributes | |
Vec | input |
Vec | target |
real | weight |
Definition at line 52 of file ClassSubsetVMatrix.h.
typedef SelectRowsVMatrix PLearn::ClassSubsetVMatrix::inherited [private] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 57 of file ClassSubsetVMatrix.h.
PLearn::ClassSubsetVMatrix::ClassSubsetVMatrix | ( | ) |
Default constructor.
Definition at line 58 of file ClassSubsetVMatrix.cc.
: redistribute_classes(false), one_vs_minus_one_classification(false) {}
PLearn::ClassSubsetVMatrix::ClassSubsetVMatrix | ( | VMat | the_source, |
const TVec< int > & | the_classes, | ||
bool | call_build_ = true |
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) |
Convenience constructor.
Note that the vector 'the_classes' is copied and thus may be modified afterwards.
Definition at line 63 of file ClassSubsetVMatrix.cc.
References build_(), and PLearn::SourceVMatrix::source.
: // There is no need to explicitely call the parent's constructor since // the whole build process will be done in build_() if necessary. classes(the_classes.copy()), redistribute_classes(false), one_vs_minus_one_classification(false) { source = the_source; if (call_build_) build_(); }
PLearn::ClassSubsetVMatrix::ClassSubsetVMatrix | ( | VMat | the_source, |
int | the_class, | ||
bool | call_build_ = true |
||
) |
Convenience constructor.
Definition at line 77 of file ClassSubsetVMatrix.cc.
References build_(), and PLearn::SourceVMatrix::source.
: // There is no need to explicitely call the parent's constructor since // the whole build process will be done in build_() if necessary. classes(TVec<int>(1, the_class)), redistribute_classes(false), one_vs_minus_one_classification(false) { source = the_source; if (call_build_) build_(); }
string PLearn::ClassSubsetVMatrix::_classname_ | ( | ) | [static] |
Declares name and deepCopy methods.
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
OptionList & PLearn::ClassSubsetVMatrix::_getOptionList_ | ( | ) | [static] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
RemoteMethodMap & PLearn::ClassSubsetVMatrix::_getRemoteMethodMap_ | ( | ) | [static] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
Object * PLearn::ClassSubsetVMatrix::_new_instance_for_typemap_ | ( | ) | [static] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
StaticInitializer ClassSubsetVMatrix::_static_initializer_ & PLearn::ClassSubsetVMatrix::_static_initialize_ | ( | ) | [static] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
void PLearn::ClassSubsetVMatrix::build | ( | ) | [virtual] |
Simply calls inherited::build() then build_().
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 119 of file ClassSubsetVMatrix.cc.
References PLearn::SelectRowsVMatrix::build(), and build_().
{ inherited::build(); build_(); }
void PLearn::ClassSubsetVMatrix::build_ | ( | ) | [private] |
This does the actual building.
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 128 of file ClassSubsetVMatrix.cc.
References PLearn::SelectRowsVMatrix::build(), classes, PLearn::TVec< T >::clear(), PLearn::TVec< T >::find(), PLearn::VMat::getExample(), i, PLearn::SelectRowsVMatrix::indices, input, PLearn::VMatrix::inputsize(), PLearn::TVec< T >::length(), PLearn::VMat::length(), one_vs_minus_one_classification, PLERROR, PLearn::TVec< T >::push_back(), PLearn::TVec< T >::resize(), PLearn::VMatrix::setMetaInfoFrom(), PLearn::SourceVMatrix::source, target, PLearn::VMatrix::targetsize(), and weight.
Referenced by build(), and ClassSubsetVMatrix().
{ if (source) { setMetaInfoFrom(source); input.resize(inputsize()); target.resize(targetsize()); indices.clear(); for(int i=0;i<source->length();i++) { source->getExample(i,input,target,weight); if(classes.find((int)target[0]) != -1) indices.push_back(i); } //if(indices.length() == 0) // PLERROR("In ClassSubsetVMatrix::build_(): no examples kept"); inherited::build(); if(one_vs_minus_one_classification && classes.length()!=2) PLERROR("In ClassSubsetVMatrix::build_(): no examples kept"); } }
string PLearn::ClassSubsetVMatrix::classname | ( | ) | const [virtual] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
void PLearn::ClassSubsetVMatrix::declareOptions | ( | OptionList & | ol | ) | [static, protected] |
Declares this class' options.
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 93 of file ClassSubsetVMatrix.cc.
References PLearn::OptionBase::buildoption, classes, PLearn::declareOption(), PLearn::SelectRowsVMatrix::declareOptions(), one_vs_minus_one_classification, and redistribute_classes.
{ // ### Declare all of this object's options here // ### For the "flags" of each option, you should typically specify // ### one of OptionBase::buildoption, OptionBase::learntoption or // ### OptionBase::tuningoption. Another possible flag to be combined with // ### is OptionBase::nosave declareOption(ol, "classes", &ClassSubsetVMatrix::classes, OptionBase::buildoption, "Classes of examples to keep.\n"); declareOption(ol, "redistribute_classes", &ClassSubsetVMatrix::redistribute_classes, OptionBase::buildoption, "Indication that the class values should be redistributed between 0 and classes.length()-1,\n" "based on the order of apperance in the vector classes.\n"); declareOption(ol, "one_vs_minus_one_classification", &ClassSubsetVMatrix::one_vs_minus_one_classification, OptionBase::buildoption, "Indication that, if classes contains 2 class indexes,\n" "than they should be mapped to -1 (the first index) and 1.\n"); // Now call the parent class' declareOptions inherited::declareOptions(ol); }
static const PPath& PLearn::ClassSubsetVMatrix::declaringFile | ( | ) | [inline, static] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 128 of file ClassSubsetVMatrix.h.
ClassSubsetVMatrix * PLearn::ClassSubsetVMatrix::deepCopy | ( | CopiesMap & | copies | ) | const [virtual] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
These methods are implemented by buffering calls to getNewRow.
returns element (i,j)
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 149 of file ClassSubsetVMatrix.cc.
References classes, PLearn::TVec< T >::find(), PLearn::SelectRowsVMatrix::indices, PLearn::VMatrix::inputsize(), one_vs_minus_one_classification, redistribute_classes, and PLearn::SourceVMatrix::source.
{ if(!redistribute_classes || j != inputsize()) return source->get(indices[i], j); else { if(one_vs_minus_one_classification) return 2*classes.find((int)source->get(indices[i], j))-1; else return classes.find((int)source->get(indices[i], j)); } }
OptionList & PLearn::ClassSubsetVMatrix::getOptionList | ( | ) | const [virtual] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
OptionMap & PLearn::ClassSubsetVMatrix::getOptionMap | ( | ) | const [virtual] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
RemoteMethodMap & PLearn::ClassSubsetVMatrix::getRemoteMethodMap | ( | ) | const [virtual] |
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 53 of file ClassSubsetVMatrix.cc.
fills v with the subrow i laying between columns j (inclusive) and j+v.length() (exclusive)
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 162 of file ClassSubsetVMatrix.cc.
References classes, PLearn::TVec< T >::find(), PLearn::VMat::getSubRow(), PLearn::SelectRowsVMatrix::indices, PLearn::VMatrix::inputsize(), j, PLearn::TVec< T >::length(), one_vs_minus_one_classification, redistribute_classes, and PLearn::SourceVMatrix::source.
{ source->getSubRow(indices[i], j, v); if(redistribute_classes && j+v.length() > inputsize()) { if(one_vs_minus_one_classification) v[inputsize()-j] = 2*classes.find((int)v[inputsize()-j])-1; else v[inputsize()-j] = classes.find((int)v[inputsize()-j]); } }
void PLearn::ClassSubsetVMatrix::makeDeepCopyFromShallowCopy | ( | CopiesMap & | copies | ) | [virtual] |
Transforms a shallow copy into a deep copy.
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 178 of file ClassSubsetVMatrix.cc.
References classes, PLearn::deepCopyField(), input, PLearn::SelectRowsVMatrix::makeDeepCopyFromShallowCopy(), and target.
{ inherited::makeDeepCopyFromShallowCopy(copies); deepCopyField(classes,copies); deepCopyField(input,copies); deepCopyField(target,copies); //PLERROR("ClassSubsetVMatrix::makeDeepCopyFromShallowCopy not fully (correctly) implemented yet!"); }
Reimplemented from PLearn::SelectRowsVMatrix.
Definition at line 128 of file ClassSubsetVMatrix.h.
Classes of examples to keep.
Definition at line 74 of file ClassSubsetVMatrix.h.
Referenced by build_(), declareOptions(), get(), getSubRow(), and makeDeepCopyFromShallowCopy().
Vec PLearn::ClassSubsetVMatrix::input [private] |
Definition at line 59 of file ClassSubsetVMatrix.h.
Referenced by build_(), and makeDeepCopyFromShallowCopy().
Indication that, if classes contains 2 class indexes, than they should be mapped to -1 (the first index) and 1.
Definition at line 83 of file ClassSubsetVMatrix.h.
Referenced by build_(), declareOptions(), get(), and getSubRow().
Indication that the class values should be redistributed between 0 and classes.length()-1, based on the order in classes.
Definition at line 79 of file ClassSubsetVMatrix.h.
Referenced by declareOptions(), get(), and getSubRow().
Vec PLearn::ClassSubsetVMatrix::target [private] |
Definition at line 59 of file ClassSubsetVMatrix.h.
Referenced by build_(), and makeDeepCopyFromShallowCopy().
real PLearn::ClassSubsetVMatrix::weight [private] |
Definition at line 60 of file ClassSubsetVMatrix.h.
Referenced by build_().