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

Public Member Functions | Static Public Attributes | List of all members
interface2_Parameter Class Reference

Optional parameters. More...

Public Member Functions

def __init__
 
def check
 
- Public Member Functions inherited from interface2_Parameter
def __init__
 
def check
 
- Public Member Functions inherited from Parameter
def __init__
 
def check
 

Static Public Attributes

 C = ...
 
 accuracyThreshold = ...
 
 tau = ...
 
 maxIterations = ...
 
 cacheSize = ...
 
 doShrinking = ...
 
 shrinkingStep = ...
 
 kernel = ...
 
- Static Public Attributes inherited from interface2_Parameter
 nClasses = ...
 
 resultsToEvaluate = ...
 

Detailed Description

Constructor & Destructor Documentation

def __init__ (   self,
  args 
)

Parameter(daal.services.SharedPtr< daal.algorithms.kernel_function.KernelIface > const & kernelForParameter, double C=1.0, double accuracyThreshold=0.001, double tau=1.0e-6, size_t maxIterations=1000000, size_t cacheSize=8000000, bool doShrinking=True, size_t shrinkingStep=1000) -> interface2_Parameter

Member Function Documentation

def check (   self)

check(interface2_Parameter self) -> Status

Member Data Documentation

accuracyThreshold = ...
static

Training accuracy

C = ...
static

Upper bound in constraints of the quadratic optimization problem

cacheSize = ...
static

Size of cache in bytes to store values of the kernel matrix.

doShrinking = ...
static

Flag that enables use of the shrinking optimization technique

kernel = ...
static

Kernel function

maxIterations = ...
static

Maximal number of iterations for the algorithm

shrinkingStep = ...
static

Number of iterations between the steps of shrinking optimization technique

tau = ...
static

Tau parameter of the working set selection scheme


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

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