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

Public Member Functions | Static Public Attributes | List of all members
Parameter Class Reference

logistic regression algorithm parameters More...

Public Member Functions

def __init__
 
def check
 
- Public Member Functions inherited from Parameter
def __init__
 
def check
 
- Public Member Functions inherited from Parameter
def __init__
 
def check
 

Static Public Attributes

 interceptFlag = ...
 
 penaltyL1 = ...
 
 penaltyL2 = ...
 
 optimizationSolver = ...
 
- Static Public Attributes inherited from Parameter
 nClasses = ...
 

Detailed Description

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

Constructor & Destructor Documentation

def __init__ (   self,
  args 
)

__init__(daal.algorithms.logistic_regression.training.Parameter self, size_t nClasses, daal.algorithms.logistic_regression.training.Parameter.SolverPtr const & solver) -> Parameter

Member Function Documentation

def check (   self)

check(Parameter self) -> Status

Member Data Documentation

interceptFlag = ...
static

Whether the intercept needs to be computed

optimizationSolver = ...
static

Default is sgd momentum solver

penaltyL1 = ...
static

L1 regularization coefficient. Default is 0 (not applied)

penaltyL2 = ...
static

L2 regularization coefficient. Default is 0 (not applied)


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

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