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
-
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() [1/2]
Batch |
( |
size_t |
nClasses = 2 | ) |
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inline |
Default constructor
- Parameters
-
[in] | nClasses | Number of classes |
◆ Batch() [2/2]
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
-
[in] | other | An algorithm to be used as the source to initialize the input objects and parameters of the algorithm |
◆ clone()
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
◆ getMethod()
virtual int getMethod |
( |
| ) |
const |
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inlinevirtual |
Returns the method of the algorithm
- Returns
- Method of the algorithm
Implements AlgorithmIface.
◆ getResult()
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
◆ setInput()
Registers user-allocated memory to store input of the multi-class confusion matrix algorithm
- Parameters
-
[in] | other | Structure to store results of the multi-class confusion matrix algorithm |
Implements Batch.
◆ setResult()
Registers user-allocated memory to store results of the multi-class confusion matrix algorithm
- Parameters
-
[in] | result | Structure to store results of the multi-class confusion matrix algorithm |
◆ input
Input objects of the algorithm
◆ parameter
Parameters of the algorithm
The documentation for this class was generated from the following file: