C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3
Contains classes for computing initial centroids for the K-Means algorithm.
Namespaces | |
interface1 | |
Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface. | |
Enumerations | |
enum | Method { deterministicDense = 0, defaultDense = 0, randomDense = 1, plusPlusDense = 2, parallelPlusDense = 3, deterministicCSR = 4, randomCSR = 5, plusPlusCSR = 6, parallelPlusCSR = 7 } |
enum | InputId { data } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm. More... | |
enum | DistributedStep2MasterInputId { partialResults } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm in the distributed processing mode. More... | |
enum | DistributedLocalPlusPlusInputDataId { internalInput = lastDistributedStep2MasterInputId + 1 } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm used with plusPlus and parallelPlus methods only on a local node. More... | |
enum | DistributedStep2LocalPlusPlusInputId { inputOfStep2 = lastDistributedLocalPlusPlusInputDataId + 1 } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm used with plusPlus and parallelPlus methods only on the 2nd step on a local node. More... | |
enum | DistributedStep3MasterPlusPlusInputId { inputOfStep3FromStep2 } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm used with plusPlus and parallelPlus methods only on the 3rd step on a master node. More... | |
enum | DistributedStep4LocalPlusPlusInputId { inputOfStep4FromStep3 = lastDistributedLocalPlusPlusInputDataId + 1 } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm used with plusPlus and parallelPlus methods only on a local node. More... | |
enum | DistributedStep5MasterPlusPlusInputId { inputCentroids, inputOfStep5FromStep2 } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm used with parallelPlus method only on a master node. More... | |
enum | DistributedStep5MasterPlusPlusInputDataId { inputOfStep5FromStep3 = lastDistributedStep5MasterPlusPlusInputId + 1 } |
Available identifiers of input objects for computing initial centroids for the K-Means algorithm used with parallelPlus methods only on the 5th step on a master node. More... | |
enum | PartialResultId { partialCentroids, partialClusters = partialCentroids, partialClustersNumber } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode. More... | |
enum | DistributedStep2LocalPlusPlusPartialResultId { outputOfStep2ForStep3, outputOfStep2ForStep5 } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode used with plusPlus and parallelPlus methods only on the 2nd step on a local node. More... | |
enum | DistributedStep2LocalPlusPlusPartialResultDataId { internalResult = lastDistributedStep2LocalPlusPlusPartialResultId + 1 } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode used with plusPlus and parallelPlus methods only on the 2nd step on a local node. More... | |
enum | DistributedStep3MasterPlusPlusPartialResultId { outputOfStep3ForStep4 } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode used with plusPlus and parallelPlus methods only on the 3rd step on a master node. More... | |
enum | DistributedStep3MasterPlusPlusPartialResultDataId { rngState = lastDistributedStep3MasterPlusPlusPartialResultId + 1, outputOfStep3ForStep5 = rngState } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode used with parallelPlus method only on the 3rd step on a master node. More... | |
enum | DistributedStep4LocalPlusPlusPartialResultId { outputOfStep4 } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode used with plusPlus and parallelPlus methods only on the 4th step on a local node. More... | |
enum | DistributedStep5MasterPlusPlusPartialResultId { candidates, weights } |
Available identifiers of partial results of computing initial centroids for the K-Means algorithm in the distributed processing mode used with parallelPlus method only on the 5th step on a master node. More... | |
enum | ResultId { centroids } |
Available identifiers of the results of computing initial centroids for the K-Means algorithm. More... | |
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