Provides methods to access partial results obtained with the compute() method of PCA SVD algorithm in the online or distributed processing mode.
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- Aliases
PartialResult_SvdDense is an alias of PartialResult(method=daal.algorithms.pca.svdDense)
PartialResult_CorrelationDense is an alias of PartialResult(method=daal.algorithms.pca.correlationDense)
__init__(daal.algorithms.pca.PartialResult<(daal.algorithms.pca.svdDense)> self) -> PartialResult
| def add |
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id, |
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Adds partial result of the PCA SVD algorithm
- Parameters
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| id | Identifier of the argument |
| value | Pointer to the object |
| def allocate_Float32 |
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input, |
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parameter, |
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method |
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Allocates memory to store partial results of the PCA SVD algorithm
- Parameters
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| input | Pointer to an object containing input data |
| parameter | Pointer to the structure of algorithm parameters |
| method | Computation method |
- Returns
- Status of allocation
| def allocate_Float64 |
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input, |
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parameter, |
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method |
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Allocates memory to store partial results of the PCA SVD algorithm
- Parameters
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| input | Pointer to an object containing input data |
| parameter | Pointer to the structure of algorithm parameters |
| method | Computation method |
- Returns
- Status of allocation
- Variant 1
Checks partial results of the PCA SVD algorithm
- Parameters
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| input | Input of algorithm |
| parameter | Parameter of algorithm |
| method | Computation method |
- Returns
- Errors detected while checking
- Variant 2
Checks partial results of the PCA SVD algorithm
- Parameters
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| method | Computation method |
| par | Parameter of algorithm |
- Returns
- Errors detected while checking
getNFeatures(PartialResult self) -> size_t
| def getSerializationTag |
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self | ) |
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getSerializationTag(PartialResult self) -> int
| def getSVDCollection |
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args |
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- Variant 1
Gets partial results of the PCA SVD algorithm
- Parameters
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| id | Identifier of the input object |
- Returns
- Input object that corresponds to the given identifier
- Variant 2
Gets partial results of the PCA SVD algorithm
- Parameters
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| id | Identifier of the input object |
| elementId | Identifier of the collection element |
- Returns
- Input object that corresponds to the given identifier
| def getSVDTable |
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self, |
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id |
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Gets partial results of the PCA SVD algorithm
- Parameters
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| id | Identifier of the input object |
- Returns
- Input object that corresponds to the given identifier
| def initialize_Float32 |
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input, |
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parameter, |
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method |
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Initializes memory to store partial results of the PCA SVD algorithm
- Parameters
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| input | Pointer to an object containing input data |
| parameter | Pointer to the structure of algorithm parameters |
| method | Computation method |
- Returns
- Status of initialization
| def initialize_Float64 |
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self, |
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input, |
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parameter, |
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method |
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Initializes memory to store partial results of the PCA SVD algorithm
- Parameters
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| input | Pointer to an object containing input data |
| parameter | Pointer to the structure of algorithm parameters |
| method | Computation method |
- Returns
- Status of initialization
| def setSVDCollection |
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self, |
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id, |
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value |
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Sets partial result of the PCA SVD algorithm
- Parameters
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| id | Identifier of the result |
| value | Pointer to the object |
| def setSVDTable |
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self, |
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id, |
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value |
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Sets partial result of the PCA SVD algorithm
- Parameters
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| id | Identifier of the result |
| value | Pointer to the object |
The documentation for this class was generated from the following file:
- algorithms/pca/__init__.py