Computes the results of K-Means algorithm in the batch processing mode.
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template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = lloydDense>
class daal::algorithms::kmeans::interface1::Batch< algorithmFPType, method >
- Template Parameters
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algorithmFPType | Data type to use in intermediate computations of K-Means, double or float |
method | Computation method of the algorithm, Method |
- Enumerations
- Method Computation methods for K-Means algorithm
- InputId Identifiers of input objects for K-Means algorithm
- ResultId Identifiers of results of K-Means algorithm
Batch |
( |
size_t |
nClusters, |
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size_t |
nIterations = 1 |
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) |
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inline |
Main constructor
- Parameters
-
[in] | nClusters | Number of clusters |
[in] | nIterations | Number of iterations |
Batch |
( |
const Batch< algorithmFPType, method > & |
other | ) |
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inline |
Constructs K-Means algorithm by copying input objects and parameters of another K-Means algorithm
- Parameters
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[in] | other | An algorithm to be used as the source to initialize the input objects and parameters of the algorithm |
services::SharedPtr<Batch<algorithmFPType, method> > clone |
( |
| ) |
const |
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inline |
Returns a pointer to the newly allocated K-Means algorithm with a copy of input objects and parameters of this K-Means algorithm
- Returns
- Pointer to the newly allocated algorithm
virtual int getMethod |
( |
| ) |
const |
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inlinevirtual |
Returns the method of the algorithm
- Returns
- Method of the algorithm
Returns the structure that contains the results of K-Means algorithm
- Returns
- Structure that contains the results of K-Means algorithm
services::Status setResult |
( |
const ResultPtr & |
result | ) |
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inline |
Registers user-allocated memory to store the results of K-Means algorithm
- Parameters
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[in] | result | Structure to store the results of K-Means algorithm |
K-Means parameters structure
The documentation for this class was generated from the following file: