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# coding: utf-8 # Copyright (c) 2016, 2026, Oracle and/or its affiliates. All rights reserved. # This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license. # NOTE: This class is auto generated by OracleSDKGenerator. DO NOT EDIT. API Version: 20221001 from .evaluation_results import EvaluationResults from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401 from oci.decorators import init_model_state_from_kwargs @init_model_state_from_kwargs class TextClassificationEvaluationResults(EvaluationResults): """ Text Classification model testing and evaluation results """ def __init__(self, **kwargs): """ Initializes a new TextClassificationEvaluationResults object with values from keyword arguments. The default value of the :py:attr:`~oci.ai_language.models.TextClassificationEvaluationResults.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): :param model_type: The value to assign to the model_type property of this TextClassificationEvaluationResults. :type model_type: str :param metrics: The value to assign to the metrics property of this TextClassificationEvaluationResults. :type metrics: oci.ai_language.models.TextClassificationModelMetrics :param class_metrics: The value to assign to the class_metrics property of this TextClassificationEvaluationResults. :type class_metrics: list[oci.ai_language.models.ClassMetrics] :param confusion_matrix: The value to assign to the confusion_matrix property of this TextClassificationEvaluationResults. :type confusion_matrix: dict(str, ConfusionMatrixDetails) :param labels: The value to assign to the labels property of this TextClassificationEvaluationResults. :type labels: list[str] """ self.swagger_types = { 'model_type': 'str', 'metrics': 'TextClassificationModelMetrics', 'class_metrics': 'list[ClassMetrics]', 'confusion_matrix': 'dict(str, ConfusionMatrixDetails)', 'labels': 'list[str]' } self.attribute_map = { 'model_type': 'modelType', 'metrics': 'metrics', 'class_metrics': 'classMetrics', 'confusion_matrix': 'confusionMatrix', 'labels': 'labels' } self._model_type = None self._metrics = None self._class_metrics = None self._confusion_matrix = None self._labels = None self._model_type = 'TEXT_CLASSIFICATION' @property def metrics(self): """ Gets the metrics of this TextClassificationEvaluationResults. :return: The metrics of this TextClassificationEvaluationResults. :rtype: oci.ai_language.models.TextClassificationModelMetrics """ return self._metrics @metrics.setter def metrics(self, metrics): """ Sets the metrics of this TextClassificationEvaluationResults. :param metrics: The metrics of this TextClassificationEvaluationResults. :type: oci.ai_language.models.TextClassificationModelMetrics """ self._metrics = metrics @property def class_metrics(self): """ Gets the class_metrics of this TextClassificationEvaluationResults. List of text classification metrics :return: The class_metrics of this TextClassificationEvaluationResults. :rtype: list[oci.ai_language.models.ClassMetrics] """ return self._class_metrics @class_metrics.setter def class_metrics(self, class_metrics): """ Sets the class_metrics of this TextClassificationEvaluationResults. List of text classification metrics :param class_metrics: The class_metrics of this TextClassificationEvaluationResults. :type: list[oci.ai_language.models.ClassMetrics] """ self._class_metrics = class_metrics @property def confusion_matrix(self): """ Gets the confusion_matrix of this TextClassificationEvaluationResults. class level confusion matrix :return: The confusion_matrix of this TextClassificationEvaluationResults. :rtype: dict(str, ConfusionMatrixDetails) """ return self._confusion_matrix @confusion_matrix.setter def confusion_matrix(self, confusion_matrix): """ Sets the confusion_matrix of this TextClassificationEvaluationResults. class level confusion matrix :param confusion_matrix: The confusion_matrix of this TextClassificationEvaluationResults. :type: dict(str, ConfusionMatrixDetails) """ self._confusion_matrix = confusion_matrix @property def labels(self): """ Gets the labels of this TextClassificationEvaluationResults. labels :return: The labels of this TextClassificationEvaluationResults. :rtype: list[str] """ return self._labels @labels.setter def labels(self, labels): """ Sets the labels of this TextClassificationEvaluationResults. labels :param labels: The labels of this TextClassificationEvaluationResults. :type: list[str] """ self._labels = labels def __repr__(self): return formatted_flat_dict(self) def __eq__(self, other): if other is None: return False return self.__dict__ == other.__dict__ def __ne__(self, other): return not self == other

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