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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::EvaluateInstancesResponse.
Response message for EvaluationService.EvaluateInstances.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#bleu_results
def bleu_results() -> ::Google::Cloud::AIPlatform::V1::BleuResults
Returns
- (::Google::Cloud::AIPlatform::V1::BleuResults) — Results for bleu metric.
#bleu_results=
def bleu_results=(value) -> ::Google::Cloud::AIPlatform::V1::BleuResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::BleuResults) — Results for bleu metric.
Returns
- (::Google::Cloud::AIPlatform::V1::BleuResults) — Results for bleu metric.
#coherence_result
def coherence_result() -> ::Google::Cloud::AIPlatform::V1::CoherenceResult
Returns
- (::Google::Cloud::AIPlatform::V1::CoherenceResult) — Result for coherence metric.
#coherence_result=
def coherence_result=(value) -> ::Google::Cloud::AIPlatform::V1::CoherenceResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::CoherenceResult) — Result for coherence metric.
Returns
- (::Google::Cloud::AIPlatform::V1::CoherenceResult) — Result for coherence metric.
#exact_match_results
def exact_match_results() -> ::Google::Cloud::AIPlatform::V1::ExactMatchResults
Returns
- (::Google::Cloud::AIPlatform::V1::ExactMatchResults) — Auto metric evaluation results. Results for exact match metric.
#exact_match_results=
def exact_match_results=(value) -> ::Google::Cloud::AIPlatform::V1::ExactMatchResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::ExactMatchResults) — Auto metric evaluation results. Results for exact match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ExactMatchResults) — Auto metric evaluation results. Results for exact match metric.
#fluency_result
def fluency_result() -> ::Google::Cloud::AIPlatform::V1::FluencyResult
Returns
- (::Google::Cloud::AIPlatform::V1::FluencyResult) — LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.
#fluency_result=
def fluency_result=(value) -> ::Google::Cloud::AIPlatform::V1::FluencyResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::FluencyResult) — LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.
Returns
- (::Google::Cloud::AIPlatform::V1::FluencyResult) — LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.
#fulfillment_result
def fulfillment_result() -> ::Google::Cloud::AIPlatform::V1::FulfillmentResult
Returns
- (::Google::Cloud::AIPlatform::V1::FulfillmentResult) — Result for fulfillment metric.
#fulfillment_result=
def fulfillment_result=(value) -> ::Google::Cloud::AIPlatform::V1::FulfillmentResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::FulfillmentResult) — Result for fulfillment metric.
Returns
- (::Google::Cloud::AIPlatform::V1::FulfillmentResult) — Result for fulfillment metric.
#groundedness_result
def groundedness_result() -> ::Google::Cloud::AIPlatform::V1::GroundednessResult
Returns
- (::Google::Cloud::AIPlatform::V1::GroundednessResult) — Result for groundedness metric.
#groundedness_result=
def groundedness_result=(value) -> ::Google::Cloud::AIPlatform::V1::GroundednessResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::GroundednessResult) — Result for groundedness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::GroundednessResult) — Result for groundedness metric.
#pairwise_metric_result
def pairwise_metric_result() -> ::Google::Cloud::AIPlatform::V1::PairwiseMetricResult
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseMetricResult) — Result for pairwise metric.
#pairwise_metric_result=
def pairwise_metric_result=(value) -> ::Google::Cloud::AIPlatform::V1::PairwiseMetricResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::PairwiseMetricResult) — Result for pairwise metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseMetricResult) — Result for pairwise metric.
#pairwise_question_answering_quality_result
def pairwise_question_answering_quality_result() -> ::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityResult
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityResult) — Result for pairwise question answering quality metric.
#pairwise_question_answering_quality_result=
def pairwise_question_answering_quality_result=(value) -> ::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityResult) — Result for pairwise question answering quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseQuestionAnsweringQualityResult) — Result for pairwise question answering quality metric.
#pairwise_summarization_quality_result
def pairwise_summarization_quality_result() -> ::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityResult
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityResult) — Result for pairwise summarization quality metric.
#pairwise_summarization_quality_result=
def pairwise_summarization_quality_result=(value) -> ::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityResult) — Result for pairwise summarization quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PairwiseSummarizationQualityResult) — Result for pairwise summarization quality metric.
#pointwise_metric_result
def pointwise_metric_result() -> ::Google::Cloud::AIPlatform::V1::PointwiseMetricResult
Returns
- (::Google::Cloud::AIPlatform::V1::PointwiseMetricResult) — Generic metrics. Result for pointwise metric.
#pointwise_metric_result=
def pointwise_metric_result=(value) -> ::Google::Cloud::AIPlatform::V1::PointwiseMetricResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::PointwiseMetricResult) — Generic metrics. Result for pointwise metric.
Returns
- (::Google::Cloud::AIPlatform::V1::PointwiseMetricResult) — Generic metrics. Result for pointwise metric.
#question_answering_correctness_result
def question_answering_correctness_result() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessResult
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessResult) — Result for question answering correctness metric.
#question_answering_correctness_result=
def question_answering_correctness_result=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessResult) — Result for question answering correctness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringCorrectnessResult) — Result for question answering correctness metric.
#question_answering_helpfulness_result
def question_answering_helpfulness_result() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessResult
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessResult) — Result for question answering helpfulness metric.
#question_answering_helpfulness_result=
def question_answering_helpfulness_result=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessResult) — Result for question answering helpfulness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringHelpfulnessResult) — Result for question answering helpfulness metric.
#question_answering_quality_result
def question_answering_quality_result() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityResult
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityResult) — Question answering only metrics. Result for question answering quality metric.
#question_answering_quality_result=
def question_answering_quality_result=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityResult) — Question answering only metrics. Result for question answering quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringQualityResult) — Question answering only metrics. Result for question answering quality metric.
#question_answering_relevance_result
def question_answering_relevance_result() -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceResult
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceResult) — Result for question answering relevance metric.
#question_answering_relevance_result=
def question_answering_relevance_result=(value) -> ::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceResult) — Result for question answering relevance metric.
Returns
- (::Google::Cloud::AIPlatform::V1::QuestionAnsweringRelevanceResult) — Result for question answering relevance metric.
#rouge_results
def rouge_results() -> ::Google::Cloud::AIPlatform::V1::RougeResults
Returns
- (::Google::Cloud::AIPlatform::V1::RougeResults) — Results for rouge metric.
#rouge_results=
def rouge_results=(value) -> ::Google::Cloud::AIPlatform::V1::RougeResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::RougeResults) — Results for rouge metric.
Returns
- (::Google::Cloud::AIPlatform::V1::RougeResults) — Results for rouge metric.
#safety_result
def safety_result() -> ::Google::Cloud::AIPlatform::V1::SafetyResult
Returns
- (::Google::Cloud::AIPlatform::V1::SafetyResult) — Result for safety metric.
#safety_result=
def safety_result=(value) -> ::Google::Cloud::AIPlatform::V1::SafetyResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::SafetyResult) — Result for safety metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SafetyResult) — Result for safety metric.
#summarization_helpfulness_result
def summarization_helpfulness_result() -> ::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessResult
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessResult) — Result for summarization helpfulness metric.
#summarization_helpfulness_result=
def summarization_helpfulness_result=(value) -> ::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessResult) — Result for summarization helpfulness metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationHelpfulnessResult) — Result for summarization helpfulness metric.
#summarization_quality_result
def summarization_quality_result() -> ::Google::Cloud::AIPlatform::V1::SummarizationQualityResult
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationQualityResult) — Summarization only metrics. Result for summarization quality metric.
#summarization_quality_result=
def summarization_quality_result=(value) -> ::Google::Cloud::AIPlatform::V1::SummarizationQualityResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::SummarizationQualityResult) — Summarization only metrics. Result for summarization quality metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationQualityResult) — Summarization only metrics. Result for summarization quality metric.
#summarization_verbosity_result
def summarization_verbosity_result() -> ::Google::Cloud::AIPlatform::V1::SummarizationVerbosityResult
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationVerbosityResult) — Result for summarization verbosity metric.
#summarization_verbosity_result=
def summarization_verbosity_result=(value) -> ::Google::Cloud::AIPlatform::V1::SummarizationVerbosityResult
Parameter
- value (::Google::Cloud::AIPlatform::V1::SummarizationVerbosityResult) — Result for summarization verbosity metric.
Returns
- (::Google::Cloud::AIPlatform::V1::SummarizationVerbosityResult) — Result for summarization verbosity metric.
#tool_call_valid_results
def tool_call_valid_results() -> ::Google::Cloud::AIPlatform::V1::ToolCallValidResults
Returns
- (::Google::Cloud::AIPlatform::V1::ToolCallValidResults) — Tool call metrics. Results for tool call valid metric.
#tool_call_valid_results=
def tool_call_valid_results=(value) -> ::Google::Cloud::AIPlatform::V1::ToolCallValidResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolCallValidResults) — Tool call metrics. Results for tool call valid metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolCallValidResults) — Tool call metrics. Results for tool call valid metric.
#tool_name_match_results
def tool_name_match_results() -> ::Google::Cloud::AIPlatform::V1::ToolNameMatchResults
Returns
- (::Google::Cloud::AIPlatform::V1::ToolNameMatchResults) — Results for tool name match metric.
#tool_name_match_results=
def tool_name_match_results=(value) -> ::Google::Cloud::AIPlatform::V1::ToolNameMatchResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolNameMatchResults) — Results for tool name match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolNameMatchResults) — Results for tool name match metric.
#tool_parameter_key_match_results
def tool_parameter_key_match_results() -> ::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchResults
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchResults) — Results for tool parameter key match metric.
#tool_parameter_key_match_results=
def tool_parameter_key_match_results=(value) -> ::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchResults) — Results for tool parameter key match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKeyMatchResults) — Results for tool parameter key match metric.
#tool_parameter_kv_match_results
def tool_parameter_kv_match_results() -> ::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchResults
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchResults) — Results for tool parameter key value match metric.
#tool_parameter_kv_match_results=
def tool_parameter_kv_match_results=(value) -> ::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchResults
Parameter
- value (::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchResults) — Results for tool parameter key value match metric.
Returns
- (::Google::Cloud::AIPlatform::V1::ToolParameterKVMatchResults) — Results for tool parameter key value match metric.