Computes the confusion matrix for a multi-class classifier in the batch processing mode.
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- Parameters
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fptype | 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
- Aliases
Batch_Float64DefaultDense
is an alias of Batch(fptype=float64, method=daal.algorithms.classifier.quality_metric.multiclass_confusion_matrix.defaultDense)
Batch_Float32DefaultDense
is an alias of Batch(fptype=float32, method=daal.algorithms.classifier.quality_metric.multiclass_confusion_matrix.defaultDense)
def __init__ |
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- Variant 1
Default constructor
- Parameters
-
nClasses | Number of classes |
- Variant 2
Default constructor
- Parameters
-
nClasses | Number of classes |
- Variant 3
Constructs a confusion matrix algorithm by copying input objects and parameters of another confusion matrix algorithm
- Parameters
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other | An algorithm to be used as the source to initialize the input objects and parameters of the algorithm |
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
Returns the method of the algorithm
- Returns
- Method of the algorithm
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
def setInput |
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Registers user-allocated memory to store input of the multi-class confusion matrix algorithm
- Parameters
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other | Structure to store results of the multi-class confusion matrix algorithm |
def setResult |
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result |
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Registers user-allocated memory to store results of the multi-class confusion matrix algorithm
- Parameters
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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:
- multiclass_confusion_matrix.py