Inheritance diagram for CutClassifier:

Collaboration diagram for CutClassifier:

Public Member Functions
def	__init__ (self, cut_direction=1, cut_value=np.nan)

def	cut_direction (self)

def	cut_value (self)

def	clone (self)

def	determine_cut_value (self, estimates, truths)

def	fit (self, estimates, truths)

def	predict (self, estimates)

def	describe (self, estimates, truths)

Public Attributes
	cut_direction_
	cached copy of the cut direction (< or >)

	cut_value_
	cached copy of the cut threshold

Detailed Description

Simple classifier cutting on a single variable

Definition at line 501 of file classification.py.

Constructor & Destructor Documentation

◆ init()

def __init__	(	self,
		cut_direction = `1`,
		cut_value = `np.nan`
	)

Constructor

Reimplemented in CutAtBackgroundRejectionClassifier.

Definition at line 505 of file classification.py.

Member Function Documentation

◆ clone()

def clone ( self )

Return a clone of this object

Definition at line 522 of file classification.py.

◆ cut_direction()

def cut_direction ( self )

Get the value of the cut direction

Definition at line 513 of file classification.py.

◆ cut_value()

def cut_value ( self )

Get the value of the cut threshold

Definition at line 518 of file classification.py.

◆ describe()

def describe	(	self,
		estimates,
		truths
	)

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
	)

Get the value of the cut threshold

Reimplemented in CutAtBackgroundRejectionClassifier.

Definition at line 526 of file classification.py.

◆ fit()

def fit	(	self,
		estimates,
		truths
	)

Fit to determine the cut threshold

Definition at line 530 of file classification.py.

◆ predict()

def predict	(	self,
		estimates
	)

Select estimates that satisfy the cut

Definition at line 535 of file classification.py.

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

tracking/scripts/tracking/validation/classification.py

Public Member Functions

Public Attributes