Reference documentation and code samples for the Contact Center AI Insights V1 API module Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning.
Enum for the different types of issues a tuning dataset can have.
These warnings are currentlyraised when trying to validate a dataset for
tuning a scorecard.
Constants
DATASET_VALIDATION_WARNING_UNSPECIFIED
value: 0 Unspecified data validation warning.
TOO_MANY_INVALID_FEEDBACK_LABELS
value: 1 A non-trivial percentage of the feedback labels are invalid.
INSUFFICIENT_FEEDBACK_LABELS
value: 2 The quantity of valid feedback labels provided is less than the
recommended minimum.
INSUFFICIENT_FEEDBACK_LABELS_PER_ANSWER
value: 3 One or more of the answers have less than the recommended minimum of
feedback labels.
ALL_FEEDBACK_LABELS_HAVE_THE_SAME_ANSWER
value: 4 All the labels in the dataset come from a single answer choice.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-28 UTC."],[],[],null,["# Contact Center AI Insights V1 API - Module Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning (v1.6.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.6.0 (latest)](/ruby/docs/reference/google-cloud-contact_center_insights-v1/latest/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [1.5.1](/ruby/docs/reference/google-cloud-contact_center_insights-v1/1.5.1/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [1.4.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/1.4.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [1.3.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/1.3.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [1.2.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/1.2.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [1.1.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/1.1.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [1.0.1](/ruby/docs/reference/google-cloud-contact_center_insights-v1/1.0.1/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.22.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.22.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.21.1](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.21.1/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.20.1](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.20.1/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.19.1](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.19.1/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.18.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.18.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.17.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.17.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.16.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.16.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.15.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.15.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.14.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.14.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.13.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.13.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.12.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.12.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.11.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.11.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.10.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.10.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.9.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.9.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.8.2](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.8.2/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.7.2](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.7.2/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning)\n- [0.6.0](/ruby/docs/reference/google-cloud-contact_center_insights-v1/0.6.0/Google-Cloud-ContactCenterInsights-V1-DatasetValidationWarning) \nReference documentation and code samples for the Contact Center AI Insights V1 API module Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning.\n\nEnum for the different types of issues a tuning dataset can have.\nThese warnings are currentlyraised when trying to validate a dataset for\ntuning a scorecard.\n\nConstants\n---------\n\n### DATASET_VALIDATION_WARNING_UNSPECIFIED\n\n**value:** 0 \nUnspecified data validation warning.\n\n### TOO_MANY_INVALID_FEEDBACK_LABELS\n\n**value:** 1 \nA non-trivial percentage of the feedback labels are invalid.\n\n### INSUFFICIENT_FEEDBACK_LABELS\n\n**value:** 2 \nThe quantity of valid feedback labels provided is less than the\nrecommended minimum.\n\n### INSUFFICIENT_FEEDBACK_LABELS_PER_ANSWER\n\n**value:** 3 \nOne or more of the answers have less than the recommended minimum of\nfeedback labels.\n\n### ALL_FEEDBACK_LABELS_HAVE_THE_SAME_ANSWER\n\n**value:** 4 \nAll the labels in the dataset come from a single answer choice."]]
