Tag Coefficient Debug: ELEVATEHER

Fold 2 - 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: 3

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?
-46639372.000000-1.1.13.8-8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1))Yes
1812.0000001818 (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 2439). 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
21829HostAgE Crisis Fee Negotiation Book20767none4684704none
21835PromoteHER Career Journal18none4663955none
21895We are AEC - I am a Land Surveyor-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
21905We are AEC - I am a Planner-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
22009We are AEC - I am a Contractor-4663937WEAREAEC, T-SHIRT0none
21815AT CONFERENCE PURCHASE We are AEC - T-Shirt-4663937WEAREAEC, T-SHIRT0none
22010We are AEC - I am a Designer-4663937WEAREAEC, T-SHIRT0none
21893We are AEC - I am a Drafter-4663937WEAREAEC, T-SHIRT0none