Tag Coefficient Debug: ELEVATEHER

Fold 1 - Understanding why coefficient -4663937 was selected

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Summary

Tag: ELEVATEHER

Selected Coefficient: -4663937

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 13

Unique residual values tried: 4

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?
-46639373.000000-1.1.13.8-8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1))Yes
1811.0120481818 (18)No
2765711.01204818.1.44.1.18 (4*83^2 + 83 + 18)No
2076712.00000017.1.33.1.17 (3*83^2 + 83 + 17)No

Products with this Tag

These are the training products that have the "ELEVATEHER" tag (processing sequence 2893). 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
21823ElevateHER Building Dreams Bookmarks27657none4691594none
21829HostAgE Crisis Fee Negotiation Book20767none4684704none
21835PromoteHER Career Journal18none4663955none
21893We are AEC - I am a Drafter-4663937WEAREAEC, T-SHIRT0none
21894We are AEC - I am a Landscape Architect-4663937WEAREAEC, T-SHIRT0none
21895We are AEC - I am a Land Surveyor-4663937WEAREAEC, T-SHIRT0none
21896We are AEC - I am a Marketing Professional-4663937WEAREAEC, T-SHIRT0none
21897We are AEC - I am an Administrator-4663937WEAREAEC, T-SHIRT0none
21898We are AEC - I am an Architect-4663937WEAREAEC, T-SHIRT0none
21900We are AEC - I am an Interior Designer-4663937WEAREAEC, T-SHIRT0none
21906We are AEC - I am a Project Manager-4663937WEAREAEC, T-SHIRT0none
22006We are AEC - I am a Business Developer-4663937WEAREAEC, T-SHIRT0none
22010We are AEC - I am a Designer-4663937WEAREAEC, T-SHIRT0none