State Class Reference

Inheritance diagram for State:

Public Member Functions
	__init__ (self, bst=None, params=None, X_valid=None, y_valid=None, path='LGBM.txt', trainFraction=0.8, num_round=100)

Public Attributes
	X_valid = X_valid
	X valid.
	y_valid = y_valid
	Y valid.
	path = path
	weights save path
	params = params
	LightGBM Model parameter.
	bst = bst
	saved Best model
	trainFraction = trainFraction
	train fraction for dataset splitting

Detailed Description

LGBM state

Definition at line 8 of file lightgbm.py.

Constructor & Destructor Documentation

__init__()

__init__	(		self,
			bst = None,
			params = None,
			X_valid = None,
			y_valid = None,
			path = 'LGBM.txt',
			trainFraction = 0.8,
			num_round = 100 )

 Constructor of the state object 

Definition at line 13 of file lightgbm.py.

    def __init__(self, bst=None, params=None, X_valid=None, y_valid=None, path='LGBM.txt', trainFraction=0.8, num_round=100):
        """ Constructor of the state object """
        
        self.X_valid = X_valid
        
        self.y_valid = y_valid
        
        self.path = path
        
        self.params = params
        
        self.bst = bst
        
        self.trainFraction = trainFraction
 
 

Member Data Documentation

bst

bst = bst

saved Best model

Definition at line 24 of file lightgbm.py.

params

params = params

LightGBM Model parameter.

Definition at line 22 of file lightgbm.py.

path

path = path

weights save path

Definition at line 20 of file lightgbm.py.

trainFraction

trainFraction = trainFraction

train fraction for dataset splitting

Definition at line 26 of file lightgbm.py.

X_valid

X_valid = X_valid

X valid.

Definition at line 16 of file lightgbm.py.

y_valid

y_valid = y_valid

Y valid.

Definition at line 18 of file lightgbm.py.

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

• mva/scripts/basf2_mva_python_interface/lightgbm.py