PostProcessor Class Reference

An Abstract PostProcessor class. More...

#include <PostProcessor.h>

Inheritance diagram for PostProcessor:

Public Member Functions
virtual void	get_input_fields (vector< Effected_Field > &fields) const
	List of fields that are used by this post_processor.
virtual void	get_output_fields (vector< Effected_Field > &fields) const
	List of fields that are being effected by this post_processor.
virtual void	init_post_processor (MedModel &mdl)
virtual void	Learn (const MedFeatures &matrix)
virtual void	Apply (MedFeatures &matrix)
void *	new_polymorphic (string dname)
	for polymorphic classes that want to be able to serialize/deserialize a pointer * to the derived class given its type one needs to implement this function to return a new to the derived class given its type (as in my_type)
virtual void	dprint (const string &pref) const
virtual float	get_use_p ()
virtual int	get_use_split ()
Public Member Functions inherited from SerializableObject
virtual int	version () const
	Relevant for serializations.
virtual string	my_class_name () const
	For better handling of serializations it is highly recommended that each SerializableObject inheriting class will implement the next method.
virtual void	serialized_fields_name (vector< string > &field_names) const
	The names of the serialized fields.
virtual void	pre_serialization ()
virtual void	post_deserialization ()
virtual size_t	get_size ()
	Gets bytes sizes for serializations.
virtual size_t	serialize (unsigned char *blob)
	Serialiazing object to blob memory. return number ob bytes wrote to memory.
virtual size_t	deserialize (unsigned char *blob)
	Deserialiazing blob to object. returns number of bytes read.
size_t	serialize_vec (vector< unsigned char > &blob)
size_t	deserialize_vec (vector< unsigned char > &blob)
virtual size_t	serialize (vector< unsigned char > &blob)
virtual size_t	deserialize (vector< unsigned char > &blob)
virtual int	read_from_file (const string &fname)
	read and deserialize model
virtual int	write_to_file (const string &fname)
	serialize model and write to file
virtual int	read_from_file_unsafe (const string &fname)
	read and deserialize model without checking version number - unsafe read
int	init_from_string (string init_string)
	Init from string.
int	init_params_from_file (string init_file)
int	init_param_from_file (string file_str, string &param)
virtual int	init (map< string, string > &map)
	Virtual to init object from parsed fields.
int	update_from_string (const string &init_string)
virtual int	update (map< string, string > &map)
	Virtual to update object from parsed fields.
virtual string	object_json () const

Static Public Member Functions
static PostProcessor *	make_processor (const string &processor_name, const string &params="")
static PostProcessor *	make_processor (PostProcessorTypes type, const string &params="")
static PostProcessor *	create_processor (string &params)

Data Fields
PostProcessorTypes	processor_type = PostProcessorTypes::FTR_POSTPROCESS_LAST
int	use_split = -1
float	use_p = 0.0

Detailed Description

An Abstract PostProcessor class.

Member Function Documentation

Apply()

void PostProcessor::Apply ( MedFeatures &  matrix )

virtual

Reimplemented in ModelExplainer.

get_input_fields()

virtual void PostProcessor::get_input_fields ( vector< Effected_Field > &  fields ) const

inlinevirtual

List of fields that are used by this post_processor.

Reimplemented in AggregatePredsPostProcessor, Calibrator, ModelExplainer, FairnessPostProcessor, MultiPostProcessor, and ProbAdjustPostProcessor.

get_output_fields()

virtual void PostProcessor::get_output_fields ( vector< Effected_Field > &  fields ) const

inlinevirtual

List of fields that are being effected by this post_processor.

Options: "prediction:X", "attr:$NAME", "str_attr:$NAME", "feature:$NAME", "json"

Reimplemented in AggregatePredsPostProcessor, Calibrator, ModelExplainer, FairnessPostProcessor, MultiPostProcessor, and ProbAdjustPostProcessor.

init_post_processor()

virtual void PostProcessor::init_post_processor ( MedModel &  mdl )

inlinevirtual

Reimplemented in ModelExplainer, and TreeExplainer.

Learn()

void PostProcessor::Learn ( const MedFeatures &  matrix )

virtual

Reimplemented in FairnessPostProcessor, ProbAdjustPostProcessor, AggregatePredsPostProcessor, and ModelExplainer.

new_polymorphic()

void * PostProcessor::new_polymorphic ( string  derived_name )

virtual

for polymorphic classes that want to be able to serialize/deserialize a pointer * to the derived class given its type one needs to implement this function to return a new to the derived class given its type (as in my_type)

Reimplemented from SerializableObject.

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

• Internal/MedProcessTools/MedProcessTools/PostProcessor.h
• Internal/MedProcessTools/MedProcessTools/PostProcessor.cpp