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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class EvaluateInstancesResponse.
Response message for EvaluationService.EvaluateInstances.
Generated from protobuf message google.cloud.aiplatform.v1.EvaluateInstancesResponse
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ exact_match_results
Google\Cloud\AIPlatform\V1\ExactMatchResults
Auto metric evaluation results. Results for exact match metric.
↳ bleu_results
↳ rouge_results
↳ fluency_result
Google\Cloud\AIPlatform\V1\FluencyResult
LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.
↳ coherence_result
↳ safety_result
↳ groundedness_result
↳ fulfillment_result
↳ summarization_quality_result
Google\Cloud\AIPlatform\V1\SummarizationQualityResult
Summarization only metrics. Result for summarization quality metric.
↳ pairwise_summarization_quality_result
Google\Cloud\AIPlatform\V1\PairwiseSummarizationQualityResult
Result for pairwise summarization quality metric.
↳ summarization_helpfulness_result
Google\Cloud\AIPlatform\V1\SummarizationHelpfulnessResult
Result for summarization helpfulness metric.
↳ summarization_verbosity_result
↳ question_answering_quality_result
Google\Cloud\AIPlatform\V1\QuestionAnsweringQualityResult
Question answering only metrics. Result for question answering quality metric.
↳ pairwise_question_answering_quality_result
Google\Cloud\AIPlatform\V1\PairwiseQuestionAnsweringQualityResult
Result for pairwise question answering quality metric.
↳ question_answering_relevance_result
Google\Cloud\AIPlatform\V1\QuestionAnsweringRelevanceResult
Result for question answering relevance metric.
↳ question_answering_helpfulness_result
Google\Cloud\AIPlatform\V1\QuestionAnsweringHelpfulnessResult
Result for question answering helpfulness metric.
↳ question_answering_correctness_result
Google\Cloud\AIPlatform\V1\QuestionAnsweringCorrectnessResult
Result for question answering correctness metric.
↳ pointwise_metric_result
↳ pairwise_metric_result
↳ tool_call_valid_results
Google\Cloud\AIPlatform\V1\ToolCallValidResults
Tool call metrics. Results for tool call valid metric.
↳ tool_name_match_results
↳ tool_parameter_key_match_results
Google\Cloud\AIPlatform\V1\ToolParameterKeyMatchResults
Results for tool parameter key match metric.
↳ tool_parameter_kv_match_results
Google\Cloud\AIPlatform\V1\ToolParameterKVMatchResults
Results for tool parameter key value match metric.
getExactMatchResults
Auto metric evaluation results.
Results for exact match metric.
hasExactMatchResults
setExactMatchResults
Auto metric evaluation results.
Results for exact match metric.
$this
getBleuResults
Results for bleu metric.
hasBleuResults
setBleuResults
Results for bleu metric.
$this
getRougeResults
Results for rouge metric.
hasRougeResults
setRougeResults
Results for rouge metric.
$this
getFluencyResult
LLM-based metric evaluation result.
General text generation metrics, applicable to other categories. Result for fluency metric.
hasFluencyResult
setFluencyResult
LLM-based metric evaluation result.
General text generation metrics, applicable to other categories. Result for fluency metric.
$this
getCoherenceResult
Result for coherence metric.
hasCoherenceResult
setCoherenceResult
Result for coherence metric.
$this
getSafetyResult
Result for safety metric.
hasSafetyResult
setSafetyResult
Result for safety metric.
$this
getGroundednessResult
Result for groundedness metric.
hasGroundednessResult
setGroundednessResult
Result for groundedness metric.
$this
getFulfillmentResult
Result for fulfillment metric.
hasFulfillmentResult
setFulfillmentResult
Result for fulfillment metric.
$this
getSummarizationQualityResult
Summarization only metrics.
Result for summarization quality metric.
hasSummarizationQualityResult
setSummarizationQualityResult
Summarization only metrics.
Result for summarization quality metric.
$this
getPairwiseSummarizationQualityResult
Result for pairwise summarization quality metric.
hasPairwiseSummarizationQualityResult
setPairwiseSummarizationQualityResult
Result for pairwise summarization quality metric.
$this
getSummarizationHelpfulnessResult
Result for summarization helpfulness metric.
hasSummarizationHelpfulnessResult
setSummarizationHelpfulnessResult
Result for summarization helpfulness metric.
$this
getSummarizationVerbosityResult
Result for summarization verbosity metric.
hasSummarizationVerbosityResult
setSummarizationVerbosityResult
Result for summarization verbosity metric.
$this
getQuestionAnsweringQualityResult
Question answering only metrics.
Result for question answering quality metric.
hasQuestionAnsweringQualityResult
setQuestionAnsweringQualityResult
Question answering only metrics.
Result for question answering quality metric.
$this
getPairwiseQuestionAnsweringQualityResult
Result for pairwise question answering quality metric.
hasPairwiseQuestionAnsweringQualityResult
setPairwiseQuestionAnsweringQualityResult
Result for pairwise question answering quality metric.
$this
getQuestionAnsweringRelevanceResult
Result for question answering relevance metric.
hasQuestionAnsweringRelevanceResult
setQuestionAnsweringRelevanceResult
Result for question answering relevance metric.
$this
getQuestionAnsweringHelpfulnessResult
Result for question answering helpfulness metric.
hasQuestionAnsweringHelpfulnessResult
setQuestionAnsweringHelpfulnessResult
Result for question answering helpfulness metric.
$this
getQuestionAnsweringCorrectnessResult
Result for question answering correctness metric.
hasQuestionAnsweringCorrectnessResult
setQuestionAnsweringCorrectnessResult
Result for question answering correctness metric.
$this
getPointwiseMetricResult
Generic metrics.
Result for pointwise metric.
hasPointwiseMetricResult
setPointwiseMetricResult
Generic metrics.
Result for pointwise metric.
$this
getPairwiseMetricResult
Result for pairwise metric.
hasPairwiseMetricResult
setPairwiseMetricResult
Result for pairwise metric.
$this
getToolCallValidResults
Tool call metrics.
Results for tool call valid metric.
hasToolCallValidResults
setToolCallValidResults
Tool call metrics.
Results for tool call valid metric.
$this
getToolNameMatchResults
Results for tool name match metric.
hasToolNameMatchResults
setToolNameMatchResults
Results for tool name match metric.
$this
getToolParameterKeyMatchResults
Results for tool parameter key match metric.
hasToolParameterKeyMatchResults
setToolParameterKeyMatchResults
Results for tool parameter key match metric.
$this
getToolParameterKvMatchResults
Results for tool parameter key value match metric.
hasToolParameterKvMatchResults
setToolParameterKvMatchResults
Results for tool parameter key value match metric.
$this
getEvaluationResults
string
