Python* API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Public Member Functions | List of all members
Model Class Reference

Model of the classifier trained by the logitboost.training.Batch algorithm. More...

Public Member Functions

def serializationTag
 
def getSerializationTag
 
def downCast
 
def create
 
def setIterations
 
def getIterations
 
def __init__
 
- Public Member Functions inherited from Model
def getNFeatures
 
def getNumberOfFeatures
 
def setNFeatures
 
- Public Member Functions inherited from Model
def __init__
 
def getSerializationTag
 
- Public Member Functions inherited from SerializationIface
def serialize
 
def deserialize
 
def getSerializationTag
 
- Public Member Functions inherited from Base
def __init__
 

Detailed Description

Deprecated:
This item will be removed in a future release.
References

Constructor & Destructor Documentation

def __init__ (   self,
  args 
)

Variant 1

Empty constructor for deserialization

Deprecated:
This item will be removed in a future release. Use Model.create instead.

Variant 2

Constructs the LogitBoost model

Parameters
nFeaturesNumber of features in the dataset
parPointer to the parameter structure of the LogitBoost algorithm
dummyDummy variable for the templated constructor
Deprecated:
This item will be removed in a future release. Use Model.create instead.
Allowed Types
  • float64
  • float32

Member Function Documentation

def create (   nFeatures,
  par,
  stat = None 
)

Constructs the LogitBoost model

Parameters
nFeaturesNumber of features in the dataset
parPointer to the parameter structure of the LogitBoost algorithm
statStatus of the model construction
def downCast (   r)

downCast(daal.services.SharedPtr< daal.algorithms.classifier.Model > const & r) -> daal.services.SharedPtr< daal.algorithms.logitboost.Model >

def getIterations (   self)

Returns the number of iterations done by the training algorithm

Returns
The number of iterations done by the training algorithm
def getSerializationTag (   self)

getSerializationTag(Model self) -> int

def serializationTag ( )
def setIterations (   self,
  nIterations 
)

Sets the number of iterations for the algorithm

Parameters
nIterationsNumber of iterations

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

For more complete information about compiler optimizations, see our Optimization Notice.