Computes the confusion matrix for a multi-class classifier in the batch processing mode.
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template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
class daal::algorithms::classifier::quality_metric::multiclass_confusion_matrix::interface1::Batch< algorithmFPType, method >
- Template Parameters
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algorithmFPType | Data type to use in intermediate computations of the multi-class confusion matrix, double or float |
method | Method for computing the multi-class confusion matrix, Method |
- Enumerations
- Method Method for computing the multi-class confusion matrix
- InputId Identifiers of input objects for the multi-class confusion matrix algorithm
- ResultId Result identifiers for the multi-class confusion matrix algorithm
- MultiClassMetricsId Identifiers of resulting metrics associated with the multi-class confusion matrix
Batch |
( |
size_t |
nClasses = 2 | ) |
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inline |
Default constructor
- Parameters
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[in] | nClasses | Number of classes |
Batch |
( |
const Batch< algorithmFPType, method > & |
other | ) |
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inline |
Constructs a confusion matrix algorithm by copying input objects and parameters of another confusion matrix 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 |
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const |
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inline |
Returns a pointer to the newly allocated confusion matrix algorithm with a copy of input objects and parameters of this confusion matrix algorithm
- Returns
- Pointer to the newly allocated algorithm
virtual int getMethod |
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| ) |
const |
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inlinevirtual |
Returns the method of the algorithm
- Returns
- Method of the algorithm
ResultPtr getResult |
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const |
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inline |
Returns the structure that contains results of the multi-class confusion matrix algorithm
- Returns
- Structure that contains results of the multi-class confusion matrix algorithm
virtual void setInput |
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const algorithms::Input * |
other | ) |
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inlinevirtual |
Registers user-allocated memory to store input of the multi-class confusion matrix algorithm
- Parameters
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[in] | other | Structure to store results of the multi-class confusion matrix algorithm |
services::Status setResult |
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const ResultPtr & |
result | ) |
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inline |
Registers user-allocated memory to store results of the multi-class confusion matrix algorithm
- Parameters
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[in] | result | Structure to store results of the multi-class confusion matrix algorithm |
Input objects of the algorithm
Parameters of the algorithm
The documentation for this class was generated from the following file: