sam::OutliersRemoval::Parameters¶

Module: Parameters of Hacking Strategies

#include <HackingStrategy.h>

Public Attributes¶

	Name
HackingMethod	name
HackingTarget	target TO BE IMPLEMENTED!
std::string	order
int	num Indicates the number of outliers to be removed in each iteration.
int	n_attempts
int	min_observations Indicates the minimum number of observations allowed during the process.
std::vector< float >	multipliers A list of standard deviation multipliers for identifying outliers.
int	side
std::vector< std::string >	stopping_cond_defs Stopping condition PolicyChain definitions.
std::optional< float >	defensibility The defensibility factor of the strategy.
std::optional< float >	prevalence The prevalence factor of the strategy.
HackingStage	stage

Detailed Description¶

struct sam::OutliersRemoval::Parameters;

Parameters of Outliers Removal Strategy

{
    "name": "OutliersRemoval",
    "level": "dv",
    "min_observations": 10,
    "multipliers": [
        0.5
    ],
    "n_attempts": 1000,
    "num": 1000,
    "order": "random"
}

Filename: .json

Public Attributes Documentation¶

variable name¶

HackingMethod name = HackingMethod::OutliersRemoval;

variable target¶

HackingTarget target {HackingTarget::Both};

TO BE IMPLEMENTED!

variable order¶

std::string order {"max first"};

Indicates the order where outliers are going to be removed from the experiment.

max first, removes the biggest outlier first
random, removes the first outlier first, this is as a random outlier is being removed

variable num¶

int num;

Indicates the number of outliers to be removed in each iteration.

variable n_attempts¶

int n_attempts {1};

Indicates the total number of attempts, i.e., iterations, to remove outliers

variable min_observations¶

int min_observations;

Indicates the minimum number of observations allowed during the process.

variable multipliers¶

std::vector< float > multipliers;

A list of standard deviation multipliers for identifying outliers.

variable side¶

int side {0};

Indicates the side where the outliers should be removed from,

side == 0 → |Z| < k
side == 1 → Z > k
side == -1 → Z < k

variable stopping_cond_defs¶

std::vector< std::string > stopping_cond_defs;

Stopping condition PolicyChain definitions.

variable defensibility¶

std::optional< float > defensibility;

The defensibility factor of the strategy.

variable prevalence¶

std::optional< float > prevalence;

The prevalence factor of the strategy.

variable stage¶

HackingStage stage {HackingStage::PostProcessing};

Updated on 29 June 2021 at 16:13:47 CEST

Last update: 2021-09-18