Brush::Parameters Struct Reference

#include <params.h>

Collaboration diagram for Brush::Parameters:

Public Member Functions
	Parameters ()
	~Parameters ()
void	set_verbosity (int new_verbosity)
int	get_verbosity ()
void	set_random_state (int new_random_state)
int	get_random_state ()
void	set_pop_size (int new_pop_size)
int	get_pop_size ()
void	set_max_gens (int new_max_gens)
int	get_max_gens ()
void	set_max_stall (int new_max_stall)
int	get_max_stall ()
void	set_max_time (int new_max_time)
int	get_max_time ()
void	set_scorer_ (string new_scorer_)
string	get_scorer_ ()
void	set_load_population (string new_load_population)
string	get_load_population ()
void	set_save_population (string new_save_population)
string	get_save_population ()
string	get_logfile ()
void	set_logfile (string s)
void	set_current_gen (unsigned int gen)
unsigned int	get_current_gen ()
void	set_num_islands (int new_num_islands)
int	get_num_islands ()
void	set_max_depth (unsigned new_max_depth)
unsigned	get_max_depth () const
void	set_n_jobs (int new_n_jobs)
int	get_n_jobs ()
void	set_max_size (unsigned new_max_size)
unsigned	get_max_size () const
void	set_objectives (vector< string > new_objectives)
vector< string >	get_objectives ()
void	set_sel (string new_sel)
string	get_sel ()
void	set_surv (string new_surv)
string	get_surv ()
void	set_cx_prob (float new_cx_prob)
float	get_cx_prob ()
void	set_mig_prob (float new_mig_prob)
float	get_mig_prob ()
void	set_use_arch (bool new_use_arch)
bool	get_use_arch ()
void	set_val_from_arch (bool new_val_from_arch)
bool	get_val_from_arch ()
void	set_classification (bool c)
bool	get_classification ()
void	set_shuffle_split (bool shuff)
bool	get_shuffle_split ()
void	set_n_classes (unsigned int new_n_classes)
unsigned int	get_n_classes ()
void	set_validation_size (float s)
float	get_validation_size ()
void	set_feature_names (vector< string > vn)
vector< string >	get_feature_names ()
void	set_batch_size (float c)
float	get_batch_size ()
void	set_mutation_probs (std::map< std::string, float > new_mutation_probs)
std::map< std::string, float >	get_mutation_probs ()
void	set_functions (std::unordered_map< std::string, float > new_functions)
std::unordered_map< std::string, float >	get_functions ()

Public Attributes
int	random_state = 0
int	verbosity = 0
string	mode ="regression"
unsigned int	current_gen = 1
int	pop_size = 100
int	max_gens = 100
int	max_stall = 0
int	max_time = -1
unsigned int	max_depth = 6
unsigned int	max_size = 50
vector< string >	objectives {"error","complexity"}
string	sel = "lexicase"
string	surv = "nsga2"
std::unordered_map< string, float >	functions
int	num_islands =5
bool	use_arch =false
bool	val_from_arch =true
std::map< std::string, float >	mutation_probs
float	cx_prob =0.2
	cross rate for variation
float	mig_prob = 0.05
string	scorer_ ="mse"
	actual loss function used, determined by error
vector< int >	classes
	class labels
vector< float >	class_weights
	weights for each class
vector< float >	sample_weights
	weights for each sample
bool	classification
unsigned int	n_classes
bool	shuffle_split = false
float	validation_size = 0.75
vector< string >	feature_names = {}
float	batch_size = 0.0
string	load_population = ""
string	save_population = ""
string	logfile = ""
int	n_jobs = 1
	number of parallel jobs -1 use all threads; 0 use same as number of islands; positive number specify the amouut of threads

Detailed Description

Definition at line 17 of file params.h.

Constructor & Destructor Documentation

Parameters()

Brush::Parameters::Parameters ( )

inline

Definition at line 87 of file params.h.

~Parameters()

Brush::Parameters::~Parameters ( )

inline

Definition at line 88 of file params.h.

Member Function Documentation

get_batch_size()

float Brush::Parameters::get_batch_size ( )

inline

Definition at line 174 of file params.h.

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get_classification()

bool Brush::Parameters::get_classification ( )

inline

Definition at line 159 of file params.h.

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get_current_gen()

unsigned int Brush::Parameters::get_current_gen ( )

inline

Definition at line 123 of file params.h.

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get_cx_prob()

float Brush::Parameters::get_cx_prob ( )

inline

Definition at line 147 of file params.h.

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get_feature_names()

vector< string > Brush::Parameters::get_feature_names ( )

inline

Definition at line 171 of file params.h.

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get_functions()

std::unordered_map< std::string, float > Brush::Parameters::get_functions ( )

inline

Definition at line 180 of file params.h.

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get_load_population()

string Brush::Parameters::get_load_population ( )

inline

Definition at line 114 of file params.h.

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get_logfile()

string Brush::Parameters::get_logfile ( )

inline

Definition at line 119 of file params.h.

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get_max_depth()

unsigned Brush::Parameters::get_max_depth ( ) const

inline

Definition at line 129 of file params.h.

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get_max_gens()

int Brush::Parameters::get_max_gens ( )

inline

Definition at line 102 of file params.h.

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get_max_size()

unsigned Brush::Parameters::get_max_size ( ) const

inline

Definition at line 135 of file params.h.

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get_max_stall()

int Brush::Parameters::get_max_stall ( )

inline

Definition at line 105 of file params.h.

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get_max_time()

int Brush::Parameters::get_max_time ( )

inline

Definition at line 108 of file params.h.

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get_mig_prob()

float Brush::Parameters::get_mig_prob ( )

inline

Definition at line 150 of file params.h.

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get_mutation_probs()

std::map< std::string, float > Brush::Parameters::get_mutation_probs ( )

inline

Definition at line 177 of file params.h.

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get_n_classes()

unsigned int Brush::Parameters::get_n_classes ( )

inline

Definition at line 165 of file params.h.

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get_n_jobs()

int Brush::Parameters::get_n_jobs ( )

inline

Definition at line 132 of file params.h.

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get_num_islands()

int Brush::Parameters::get_num_islands ( )

inline

Definition at line 126 of file params.h.

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get_objectives()

vector< string > Brush::Parameters::get_objectives ( )

inline

Definition at line 138 of file params.h.

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get_pop_size()

int Brush::Parameters::get_pop_size ( )

inline

Definition at line 99 of file params.h.

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get_random_state()

int Brush::Parameters::get_random_state ( )

inline

Definition at line 96 of file params.h.

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get_save_population()

string Brush::Parameters::get_save_population ( )

inline

Definition at line 117 of file params.h.

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get_scorer_()

string Brush::Parameters::get_scorer_ ( )

inline

Definition at line 111 of file params.h.

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get_sel()

string Brush::Parameters::get_sel ( )

inline

Definition at line 141 of file params.h.

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get_shuffle_split()

bool Brush::Parameters::get_shuffle_split ( )

inline

Definition at line 162 of file params.h.

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get_surv()

string Brush::Parameters::get_surv ( )

inline

Definition at line 144 of file params.h.

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get_use_arch()

bool Brush::Parameters::get_use_arch ( )

inline

Definition at line 153 of file params.h.

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get_val_from_arch()

bool Brush::Parameters::get_val_from_arch ( )

inline

Definition at line 156 of file params.h.

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get_validation_size()

float Brush::Parameters::get_validation_size ( )

inline

Definition at line 168 of file params.h.

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get_verbosity()

int Brush::Parameters::get_verbosity ( )

inline

Definition at line 93 of file params.h.

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set_batch_size()

void Brush::Parameters::set_batch_size ( float c )

inline

Definition at line 173 of file params.h.

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set_classification()

void Brush::Parameters::set_classification ( bool c )

inline

Definition at line 158 of file params.h.

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set_current_gen()

void Brush::Parameters::set_current_gen ( unsigned int gen )

inline

Definition at line 122 of file params.h.

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set_cx_prob()

void Brush::Parameters::set_cx_prob ( float new_cx_prob )

inline

Definition at line 146 of file params.h.

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set_feature_names()

void Brush::Parameters::set_feature_names ( vector< string > vn )

inline

Definition at line 170 of file params.h.

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set_functions()

void Brush::Parameters::set_functions ( std::unordered_map< std::string, float > new_functions )

inline

Definition at line 179 of file params.h.

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set_load_population()

void Brush::Parameters::set_load_population ( string new_load_population )

inline

Definition at line 113 of file params.h.

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set_logfile()

void Brush::Parameters::set_logfile ( string s )

inline

Definition at line 120 of file params.h.

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set_max_depth()

void Brush::Parameters::set_max_depth ( unsigned new_max_depth )

inline

Definition at line 128 of file params.h.

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set_max_gens()

void Brush::Parameters::set_max_gens ( int new_max_gens )

inline

Definition at line 101 of file params.h.

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set_max_size()

void Brush::Parameters::set_max_size ( unsigned new_max_size )

inline

Definition at line 134 of file params.h.

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set_max_stall()

void Brush::Parameters::set_max_stall ( int new_max_stall )

inline

Definition at line 104 of file params.h.

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set_max_time()

void Brush::Parameters::set_max_time ( int new_max_time )

inline

Definition at line 107 of file params.h.

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set_mig_prob()

void Brush::Parameters::set_mig_prob ( float new_mig_prob )

inline

Definition at line 149 of file params.h.

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set_mutation_probs()

void Brush::Parameters::set_mutation_probs ( std::map< std::string, float > new_mutation_probs )

inline

Definition at line 176 of file params.h.

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set_n_classes()

void Brush::Parameters::set_n_classes ( unsigned int new_n_classes )

inline

Definition at line 164 of file params.h.

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set_n_jobs()

void Brush::Parameters::set_n_jobs ( int new_n_jobs )

inline

Definition at line 131 of file params.h.

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set_num_islands()

void Brush::Parameters::set_num_islands ( int new_num_islands )

inline

Definition at line 125 of file params.h.

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set_objectives()

void Brush::Parameters::set_objectives ( vector< string > new_objectives )

inline

Definition at line 137 of file params.h.

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set_pop_size()

void Brush::Parameters::set_pop_size ( int new_pop_size )

inline

Definition at line 98 of file params.h.

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set_random_state()

void Brush::Parameters::set_random_state ( int new_random_state )

inline

Definition at line 95 of file params.h.

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set_save_population()

void Brush::Parameters::set_save_population ( string new_save_population )

inline

Definition at line 116 of file params.h.

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set_scorer_()

void Brush::Parameters::set_scorer_ ( string new_scorer_ )

inline

Definition at line 110 of file params.h.

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set_sel()

void Brush::Parameters::set_sel ( string new_sel )

inline

Definition at line 140 of file params.h.

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set_shuffle_split()

void Brush::Parameters::set_shuffle_split ( bool shuff )

inline

Definition at line 161 of file params.h.

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set_surv()

void Brush::Parameters::set_surv ( string new_surv )

inline

Definition at line 143 of file params.h.

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set_use_arch()

void Brush::Parameters::set_use_arch ( bool new_use_arch )

inline

Definition at line 152 of file params.h.

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set_val_from_arch()

void Brush::Parameters::set_val_from_arch ( bool new_val_from_arch )

inline

Definition at line 155 of file params.h.

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set_validation_size()

void Brush::Parameters::set_validation_size ( float s )

inline

Definition at line 167 of file params.h.

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set_verbosity()

void Brush::Parameters::set_verbosity ( int new_verbosity )

inline

Definition at line 91 of file params.h.

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Member Data Documentation

batch_size

float Brush::Parameters::batch_size = 0.0

Definition at line 78 of file params.h.

class_weights

vector<float> Brush::Parameters::class_weights

weights for each class

Definition at line 66 of file params.h.

classes

vector<int> Brush::Parameters::classes

class labels

Definition at line 65 of file params.h.

classification

bool Brush::Parameters::classification

Definition at line 71 of file params.h.

current_gen

unsigned int Brush::Parameters::current_gen = 1

Definition at line 27 of file params.h.

cx_prob

float Brush::Parameters::cx_prob =0.2

cross rate for variation

Definition at line 60 of file params.h.

feature_names

vector<string> Brush::Parameters::feature_names = {}

Definition at line 77 of file params.h.

functions

std::unordered_map<string, float> Brush::Parameters::functions

Definition at line 42 of file params.h.

load_population

string Brush::Parameters::load_population = ""

Definition at line 80 of file params.h.

logfile

string Brush::Parameters::logfile = ""

Definition at line 83 of file params.h.

max_depth

unsigned int Brush::Parameters::max_depth = 6

Definition at line 35 of file params.h.

max_gens

int Brush::Parameters::max_gens = 100

Definition at line 31 of file params.h.

max_size

unsigned int Brush::Parameters::max_size = 50

Definition at line 36 of file params.h.

max_stall

int Brush::Parameters::max_stall = 0

Definition at line 32 of file params.h.

max_time

int Brush::Parameters::max_time = -1

Definition at line 33 of file params.h.

mig_prob

float Brush::Parameters::mig_prob = 0.05

Definition at line 61 of file params.h.

mode

string Brush::Parameters::mode ="regression"

Definition at line 25 of file params.h.

mutation_probs

std::map<std::string, float> Brush::Parameters::mutation_probs

Initial value:

= {
        {"point", 0.167},
        {"insert", 0.167},
        {"delete", 0.167},
        {"subtree", 0.167},
        {"toggle_weight_on", 0.167},
        {"toggle_weight_off", 0.167}
    }

Definition at line 51 of file params.h.

n_classes

unsigned int Brush::Parameters::n_classes

Definition at line 72 of file params.h.

n_jobs

int Brush::Parameters::n_jobs = 1

number of parallel jobs -1 use all threads; 0 use same as number of islands; positive number specify the amouut of threads

Definition at line 85 of file params.h.

num_islands

int Brush::Parameters::num_islands =5

Definition at line 43 of file params.h.

objectives

vector<string> Brush::Parameters::objectives {"error","complexity"}

Definition at line 38 of file params.h.

pop_size

int Brush::Parameters::pop_size = 100

Definition at line 30 of file params.h.

random_state

int Brush::Parameters::random_state = 0

Definition at line 21 of file params.h.

sample_weights

vector<float> Brush::Parameters::sample_weights

weights for each sample

Definition at line 67 of file params.h.

save_population

string Brush::Parameters::save_population = ""

Definition at line 81 of file params.h.

scorer_

string Brush::Parameters::scorer_ ="mse"

actual loss function used, determined by error

Definition at line 63 of file params.h.

sel

string Brush::Parameters::sel = "lexicase"

Definition at line 40 of file params.h.

shuffle_split

bool Brush::Parameters::shuffle_split = false

Definition at line 75 of file params.h.

surv

string Brush::Parameters::surv = "nsga2"

Definition at line 41 of file params.h.

use_arch

bool Brush::Parameters::use_arch =false

Definition at line 47 of file params.h.

val_from_arch

bool Brush::Parameters::val_from_arch =true

Definition at line 48 of file params.h.

validation_size

float Brush::Parameters::validation_size = 0.75

Definition at line 76 of file params.h.

verbosity

int Brush::Parameters::verbosity = 0

Definition at line 22 of file params.h.

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

• params.h