State Class Reference

Inheritance diagram for State:

Collaboration diagram for State:

Public Member Functions
def	__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.
	y_valid
	Y valid.
	path
	weights save path
	params
	LightGBM Model parameter.
	bst
	saved Best model
	trainFraction
	train fraction for dataset splitting

Detailed Description

LGBM state

Definition at line 8 of file lightgbm.py.

Constructor & Destructor Documentation

__init__()

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 

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

saved Best model

Definition at line 24 of file lightgbm.py.

params

params

LightGBM Model parameter.

Definition at line 22 of file lightgbm.py.

path

path

weights save path

Definition at line 20 of file lightgbm.py.

trainFraction

trainFraction

train fraction for dataset splitting

Definition at line 26 of file lightgbm.py.

X_valid

X_valid

X valid.

Definition at line 16 of file lightgbm.py.

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