TextClassificationEvaluationResults¶

class oci.ai_language.models.TextClassificationEvaluationResults(**kwargs)¶

Bases: oci.ai_language.models.evaluation_results.EvaluationResults

Text Classification model testing and evaluation results

Methods

`__init__`(**kwargs)	Initializes a new TextClassificationEvaluationResults object with values from keyword arguments.
`get_subtype`(object_dictionary)	Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

Attributes

`class_metrics`	Gets the class_metrics of this TextClassificationEvaluationResults.
`confusion_matrix`	Gets the confusion_matrix of this TextClassificationEvaluationResults.
`labels`	Gets the labels of this TextClassificationEvaluationResults.
`metrics`	Gets the metrics of this TextClassificationEvaluationResults.
`model_type`	[Required] Gets the model_type of this EvaluationResults.

__init__(**kwargs)¶

Initializes a new TextClassificationEvaluationResults object with values from keyword arguments. The default value of the model_type attribute of this class is TEXT_CLASSIFICATION and it should not be changed. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:

model_type (str) – The value to assign to the model_type property of this TextClassificationEvaluationResults.
metrics (oci.ai_language.models.TextClassificationModelMetrics) – The value to assign to the metrics property of this TextClassificationEvaluationResults.
class_metrics (list[oci.ai_language.models.ClassMetrics]) – The value to assign to the class_metrics property of this TextClassificationEvaluationResults.
confusion_matrix (dict(str, ConfusionMatrixDetails)) – The value to assign to the confusion_matrix property of this TextClassificationEvaluationResults.
labels (list[str]) – The value to assign to the labels property of this TextClassificationEvaluationResults.

class_metrics¶

Gets the class_metrics of this TextClassificationEvaluationResults. List of text classification metrics

Returns:	The class_metrics of this TextClassificationEvaluationResults.
Return type:	list[oci.ai_language.models.ClassMetrics]

confusion_matrix¶

Gets the confusion_matrix of this TextClassificationEvaluationResults. class level confusion matrix

Returns:	The confusion_matrix of this TextClassificationEvaluationResults.
Return type:	dict(str, ConfusionMatrixDetails)

static get_subtype(object_dictionary)¶: Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

labels¶

Gets the labels of this TextClassificationEvaluationResults. labels

Returns:	The labels of this TextClassificationEvaluationResults.
Return type:	list[str]

metrics¶

Gets the metrics of this TextClassificationEvaluationResults.

Returns:	The metrics of this TextClassificationEvaluationResults.
Return type:	oci.ai_language.models.TextClassificationModelMetrics

model_type¶

[Required] Gets the model_type of this EvaluationResults. Model type

Returns:	The model_type of this EvaluationResults.
Return type:	str