C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1
Contains classes for computing the multivariate outlier detection. More...
References | |
Batch | |
Namespaces | |
daal::algorithms::multivariate_outlier_detection | |
Contains classes for computing the multivariate outlier detection. | |
daal::algorithms::multivariate_outlier_detection::interface1 | |
Contains version 1.0 of Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface. | |
Classes | |
struct | InitIface |
Abstract interface class that provides function for the initialization procedure. More... | |
struct | DefaultInit |
Class that specifies the default method for the initialization procedure. More... | |
struct | Parameter< method > |
struct | Parameter< defaultDense > |
Parameters of the outlier detection computation using the defaultDense method. More... | |
struct | Parameter< baconDense > |
Parameters of the outlier detection computation using the baconDense method. More... | |
class | Input |
Input objects for the multivariate outlier detection algorithm More... | |
class | Result |
Results obtained with the compute() method of the multivariate outlier detection algorithm in the batch processing mode. More... | |
Enumerations | |
enum | Method { defaultDense = 0, baconDense = 1 } |
enum | BaconInitializationMethod { baconMedian = 0, baconMahalanobis = 1 } |
enum | InputId { data, location, scatter, threshold } |
enum | ResultId { weights } |
enum BaconInitializationMethod |
Available initialization method for the BACON multivariate outlier detection algorithm
Enumerator | |
---|---|
baconMedian |
Median-based method |
baconMahalanobis |
Mahalanobis distance-based method |
enum InputId |
Available identifiers of input objects for the multivariate outlier detection algorithm
enum Method |
Available computation methods for the multivariate outlier detection algorithm
Enumerator | |
---|---|
defaultDense |
Default method |
baconDense |
Blocked Adaptive Computationally-efficient Outlier Nominators(BACON) method
|
For more complete information about compiler optimizations, see our Optimization Notice.