CDCQEValidationPlotsTask Class Reference

Inheritance diagram for CDCQEValidationPlotsTask:

Collaboration diagram for CDCQEValidationPlotsTask:

Public Member Functions
def	harvesting_validation_task_instance (self)
def	output_pdf_file_basename (self)
def	requires (self)
def	output (self)
def	process (self)

Static Public Attributes
	training_target = b2luigi.Parameter()
	Feature/variable to use as truth label in the quality estimator MVA classifier.
	n_events_testing = b2luigi.IntParameter()
	Number of events to generate for the test data set.
	n_events_training = b2luigi.IntParameter()
	Number of events to generate for the training data set.
	experiment_number = b2luigi.IntParameter()
	Experiment number of the conditions database, e.g. More...
	process_type
	Define which kind of process shall be used. More...
	exclude_variables
	List of collected variables to not use in the training of the QE MVA classifier. More...
	fast_bdt_option
	Hyperparameter option of the FastBDT algorithm. More...
	primaries_only
	Whether to normalize the track finding efficiencies to primary particles only. More...

Detailed Description

Create a PDF file with validation plots for the CDC track quality estimator
produced from the ROOT ntuples produced by a CDC track QE harvesting
validation task

Definition at line 2296 of file combined_quality_estimator_teacher.py.

Member Function Documentation

harvesting_validation_task_instance()

def harvesting_validation_task_instance

(

self

)

Harvesting validation task to require, which produces the ROOT files
with variables to produce the CDC QE validation plots.

Reimplemented from PlotsFromHarvestingValidationBaseTask.

Definition at line 2306 of file combined_quality_estimator_teacher.py.

output()

def output (   self )

inherited

Generate list of output files that the task should produce.
The task is considered finished if and only if the outputs all exist.

Definition at line 2055 of file combined_quality_estimator_teacher.py.

output_pdf_file_basename()

def output_pdf_file_basename (   self )

inherited

Name of the output PDF file containing the validation plots

Definition at line 2042 of file combined_quality_estimator_teacher.py.

process()

def process (   self )

inherited

Use basf2_mva teacher to create MVA weightfile from collected training
data variables.

Main process that is dispatched by the ``run`` method that is inherited
from ``Basf2Task``.

Definition at line 2063 of file combined_quality_estimator_teacher.py.

requires()

def requires (   self )

inherited

Generate list of luigi Tasks that this Task depends on.

Definition at line 2049 of file combined_quality_estimator_teacher.py.

Member Data Documentation

exclude_variables

exclude_variables

staticinherited

Initial value:

=  b2luigi.ListParameter(
        
 
    )

List of collected variables to not use in the training of the QE MVA classifier.

In addition to variables containing the "truth" substring, which are excluded by default.

Definition at line 2018 of file combined_quality_estimator_teacher.py.

experiment_number

experiment_number = b2luigi.IntParameter()

staticinherited

Experiment number of the conditions database, e.g.

defines simulation geometry

Definition at line 2008 of file combined_quality_estimator_teacher.py.

fast_bdt_option

fast_bdt_option

staticinherited

Initial value:

=  b2luigi.ListParameter(
        
 
    )

Hyperparameter option of the FastBDT algorithm.

default are the FastBDT default values.

Definition at line 2023 of file combined_quality_estimator_teacher.py.

primaries_only

primaries_only

staticinherited

Initial value:

=  b2luigi.BoolParameter(
        
 
    )

Whether to normalize the track finding efficiencies to primary particles only.

Definition at line 2028 of file combined_quality_estimator_teacher.py.

process_type

process_type

staticinherited

Initial value:

=  b2luigi.Parameter(
        
 
    )

Define which kind of process shall be used.

Decide between simulating BBBAR or BHABHA, MUMU, YY, DDBAR, UUBAR, SSBAR, CCBAR, reconstructing DATA or already simulated files (USESIMBB/EE) or running on existing reconstructed files (USERECBB/EE)

Definition at line 2012 of file combined_quality_estimator_teacher.py.

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

• tracking/scripts/tracking/train/combined_quality_estimator_teacher.py