C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

References | Namespaces | Classes | Enumerations
BACON Outlier Detection

Contains classes for computing the BACON outlier detection. More...

References

 Batch
 

Namespaces

 daal::algorithms::bacon_outlier_detection
 Contains classes for computing the BACON outlier detection.
 
 daal::algorithms::bacon_outlier_detection::interface1
 Contains version 1.0 of Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 

Classes

struct  Parameter
 Parameters of the outlier detection computation using the baconDense method. More...
 
class  Input
 Input objects for the BACON outlier detection algorithm More...
 
class  Result
 Results obtained with the compute() method of the BACON outlier detection algorithm in the batch processing mode. More...
 

Enumerations

enum  Method { defaultDense = 0 }
 
enum  InitializationMethod { baconMedian = 0, baconMahalanobis = 1 }
 
enum  InputId { data = 0 }
 
enum  ResultId { weights = 0 }
 

Enumeration Type Documentation

enum InitializationMethod

Available initialization method for the BACON outlier detection algorithm

Enumerator
baconMedian 

Median-based method

baconMahalanobis 

Mahalanobis distance-based method

enum InputId

Available identifiers of input objects for the BACON outlier detection algorithm

Enumerator
data 

Input data table

enum Method

Available computation methods for the BACON outlier detection algorithm

Enumerator
defaultDense 

Blocked Adaptive Computationally-efficient Outlier Nominators(BACON) method

enum ResultId

Available identifiers of the results of the BACON outlier detection algorithm

Enumerator
weights 

Outlier detection results

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