ProbAdjustPostProcessor Class Reference

Inheritance diagram for ProbAdjustPostProcessor:

Public Member Functions
void	init_post_processor (MedModel &mdl)
void	get_input_fields (vector< Effected_Field > &fields) const
	List of fields that are used by this post_processor.
void	get_output_fields (vector< Effected_Field > &fields) const
	List of fields that are being effected by this post_processor.
int	init (map< string, string > &mapper)
	Global init for general args in all explainers.
void	Learn (const MedFeatures &matrix)
	Learns from predictor and train_matrix (PostProcessor API)
void	Apply (MedFeatures &matrix)
void	readPriors ()
void	getOdds (const MedFeatures &matrix)
void	set_model_initiated (bool val)
Public Member Functions inherited from PostProcessor
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)
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

Data Fields
vector< string >	names
vector< string >	resolvedNames
vector< int >	min
vector< int >	max
vector< int >	factors
vector< float >	probs
vector< float >	odds
	over all odds. learn if not given
MedModel *	priorsModel
	model for generating features for priors
MedPidRepository *	p_rep
	required for building priors matrix
bool	model_initiated = false
string	priorsFile
	Parameters.
string	priorsJson
int	inherited_verbosity = 0
Data Fields inherited from PostProcessor
PostProcessorTypes	processor_type = PostProcessorTypes::FTR_POSTPROCESS_LAST
int	use_split = -1
float	use_p = 0.0

Additional Inherited Members
Static Public Member Functions inherited from PostProcessor
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)

Member Function Documentation

Apply()

void ProbAdjustPostProcessor::Apply ( MedFeatures &  matrix )

virtual

Reimplemented from PostProcessor.

get_input_fields()

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

virtual

List of fields that are used by this post_processor.

Reimplemented from PostProcessor.

get_output_fields()

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

virtual

List of fields that are being effected by this post_processor.

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

Reimplemented from PostProcessor.

init()

int ProbAdjustPostProcessor::init ( map< string, string > &  mapper )

virtual

Global init for general args in all explainers.

[MedAdjustedModel::init]

[MedAdjustedModel::init]

Reimplemented from SerializableObject.

init_post_processor()

void ProbAdjustPostProcessor::init_post_processor ( MedModel &  mdl )

inlinevirtual

Reimplemented from PostProcessor.

Learn()

void ProbAdjustPostProcessor::Learn ( const MedFeatures &  matrix )

virtual

Learns from predictor and train_matrix (PostProcessor API)

Reimplemented from PostProcessor.

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

• Internal/MedProcessTools/MedProcessTools/ProbAdjustPostProcessor.h
• Internal/MedProcessTools/MedProcessTools/ProbAdjustPostProcessor.cpp