Tag Coefficient Debug: MERCHANDISE

Fold 3 - Understanding why coefficient -389500810 was selected

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Summary

Tag: MERCHANDISE

Selected Coefficient: -389500810

Taxonomy Path: -0.0.0.0.10

Taxonomy Name:

Products with this tag: 6

Unique residual values tried: 6

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?
-3895008104.000000-0.0.0.0.10-10.0.0.0.0 (-(10*79^4))Yes
04.00000000 (0)No
-70087685.000000-46.1.17.14-14.17.1.46 (-(14*79^3 + 17*79^2 + 79 + 46))No
4865.00000012.66.12 (6*79 + 12)Hardware > Hardware AccessoriesNo
252985.00000018.4.44.4.18 (4*79^2 + 4*79 + 18)Office Supplies > General Office Supplies > Labels & TagsNo
399425615.0000003.2.1.2.11.2.1.2.3 (38950081 + 2*79^3 + 6241 + 2*79 + 3)Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft PaperNo

Products with this Tag

These are the training products that have the "MERCHANDISE" tag (processing sequence 3985). 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
19970Trillium Fractal Sticker39942561Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Papernone429443371Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinylnone
19086OG Fabulous Sticker Small25298Office Supplies > General Office Supplies > Labels & Tagsnone389526108none
19835Extra Empty Bottle486Hardware > Hardware Accessoriesnone389501296none
19841E Gift Card0GIFT CARD389500810none
19834Extra Dropper-7008768CAP382492042none
19818Holographic Echinacea Sticker-389500810STICKER0TREE