Review solution similarity examples

Review the similarity examples generated during solution training to determine whether the similarity score threshold meets your business requirements.

시작하기 전에

• Train a similarity solution
• Role required: ml_admin or admin

이 태스크 정보

Solution training generates a set of paired record examples. Each pair includes a percentile score that estimates the degree of similarity between the two records. The higher the score, the higher the similarity, as follows:

• A score of 100 indicates identical records.
• A score of 0 indicates dissimilar records.

A deployed solution returns records only when the score is higher than the Similarity Score Threshold value:

• The higher the threshold value, the higher the precision and the lower the coverage.
• The lower the threshold value, the lower the precision and the higher the coverage.

On domain-separated instances, the following procedure displays records from all domains to ML admins. However, when solutions are applied in your forms and flows, similarity predictions are domain-aware. Examples from other domains on the instance are not displayed to users.

주:

The similarity filters specified in the solution definition aren't applied for similarity examples and are applied only during prediction.

프로시저

1. Navigate to All > Predictive Intelligence > Similarity > Solutions.
2. In the ML Solutions list, locate your solution by filtering for the Solution Name, and open the active version.
3. In the Related Links section of the form, select Similarity Examples.
   A list of paired records opens on the Similarity Examples (ml_similarity_example) table. By default the rows are sorted by the Similarity Score column in descending order.
4. Review the similarity examples for accuracy and coverage.
   Based on your review, determine whether to increase or decrease the Similarity Score Threshold value of your solution.

다음에 수행할 작업

If you decide to adjust the Similarity Score Threshold for your similarity solution, see update its similarity solution threshold.