Algorithm class for training naive Bayes final model on the second step in the distributed processing mode.
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template<typename algorithmFPType, Method method>
class daal::algorithms::multinomial_naive_bayes::training::interface2::Distributed< step2Master, algorithmFPType, method >
- Template Parameters
-
algorithmFPType | Data type to use in intermediate computations for the multinomial naive Bayes training on the second step in distributed processing mode, double or float |
method | Naive Bayes training method on the second step in distributed processing mode, Method |
- Enumerations
- Method Training methods for the multinomial naive Bayes algorithm
Default constructor
- Parameters
-
nClasses | Number of classes |
Constructs multinomial naive Bayes training algorithm by copying input objects and parameters of another multinomial naive Bayes training algorithm
- Parameters
-
[in] | other | An algorithm to be used as the source to initialize the input objects and parameters of the algorithm |
services::Status checkFinalizeComputeParams |
( |
| ) |
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inline |
Validates parameters of the finalizeCompute() method
- Returns
- Status of computations
Returns a pointer to the newly allocated multinomial naive Bayes training algorithm with a copy of input objects and parameters of this multinomial naive Bayes training algorithm
- Returns
- Pointer to the newly allocated algorithm
virtual int getMethod |
( |
| ) |
const |
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inlinevirtual |
Returns method of the algorithm
- Returns
- Method of the algorithm
PartialResultPtr getPartialResult |
( |
| ) |
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inline |
Returns the structure that contains computed partial results
- Returns
- Structure that contains computed partial results
Returns the structure that contains results of Naive Bayes training
- Returns
- Structure that contains results of Naive Bayes training
services::Status setPartialResult |
( |
const PartialResultPtr & |
partialResult | ) |
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inline |
Registers user-allocated memory for storing partial training results
- Parameters
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[in] | partialResult | Structure for storing partial results |
services::Status setResult |
( |
const ResultPtr & |
result | ) |
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|
inline |
Registers user-allocated memory to store results of Naive Bayes training
- Parameters
-
[in] | result | Structure to store results of Naive Bayes training |
- Returns
- Status of computations
Input objects of the algorithm
The documentation for this class was generated from the following file: