Tag Coefficient Debug: VANCOUVER

Fold 3 - Understanding why coefficient 31542 was selected

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Summary

Tag: VANCOUVER

Selected Coefficient: 31542

Taxonomy Path: 21.4.5

Taxonomy Name: Services > Entertainment & Recreation Services > Children Activities

Products with this tag: 4

Unique residual values tried: 2

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
315421.00000021.4.55.4.21 (5*79^2 + 4*79 + 21)Services > Entertainment & Recreation Services > Children ActivitiesYes
-315423.000000-21.4.5-5.4.21 (-(5*79^2 + 4*79 + 21))No

Products with this Tag

These are the training products that have the "VANCOUVER" tag (processing sequence 1124). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
16141Magician birthday party with Bruce The Great31542Services > Entertainment & Recreation Services > Children Activitiesnone0none
16274Balloon Twisting Party (Vancouver)31542Services > Entertainment & Recreation Services > Children Activitiesnone0none
16289Face Painting Party (Vancouver)31542Services > Entertainment & Recreation Services > Children Activitiesnone0none
16282Dinosaur Party-31542AGE GROUP_3-4 YEARS OLD, OTTAWA-63084none