CutAtBackgroundRejectionClassifier Class Reference

Inheritance diagram for CutAtBackgroundRejectionClassifier:

Collaboration diagram for CutAtBackgroundRejectionClassifier:

Public Member Functions
def	__init__ (self, background_rejection=0.5, cut_direction=1)
def	determine_cut_value (self, estimates, truths)
def	cut_direction (self)
def	cut_value (self)
def	clone (self)
def	fit (self, estimates, truths)
def	predict (self, estimates)
def	describe (self, estimates, truths)

Public Attributes
	background_rejection
	cachec copy of the background-rejection threshold
	cut_direction_
	cached copy of the cut direction (< or >)
	cut_value_
	cached copy of the cut threshold

Detailed Description

Apply cut on the background rejection

Definition at line 569 of file classification.py.

Constructor & Destructor Documentation

__init__()

def __init__	(		self,
			background_rejection = 0.5,
			cut_direction = 1
	)

Constructor

Reimplemented from CutClassifier.

Definition at line 572 of file classification.py.

Member Function Documentation

clone()

def clone (   self )

inherited

Return a clone of this object

Definition at line 522 of file classification.py.

cut_direction()

def cut_direction (   self )

inherited

Get the value of the cut direction

Definition at line 513 of file classification.py.

cut_value()

def cut_value (   self )

inherited

Get the value of the cut threshold

Definition at line 518 of file classification.py.

describe()

def describe (   self,   estimates,   truths  )

inherited

Describe the cut selection and its efficiency, purity and background rejection

Definition at line 547 of file classification.py.

determine_cut_value()

def determine_cut_value	(		self,
			estimates,
			truths
	)

Find the cut value that satisfies the desired background-rejection level

Reimplemented from CutClassifier.

Definition at line 578 of file classification.py.

fit()

def fit (   self,   estimates,   truths  )

inherited

Fit to determine the cut threshold

Definition at line 530 of file classification.py.

predict()

def predict (   self,   estimates  )

inherited

Select estimates that satisfy the cut

Definition at line 535 of file classification.py.

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

• tracking/scripts/tracking/validation/classification.py