Tag Coefficient Debug: BRIDAL LINGERIE

Fold 3 - Understanding why coefficient -191603841 was selected

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Summary

Tag: BRIDAL LINGERIE

Selected Coefficient: -191603841

Taxonomy Path: -1.1.8.3.4

Taxonomy Name:

Products with this tag: 6

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?
-1916038414.000000-1.1.8.3.4-4.3.8.1.1 (-(4*83^4 + 3*83^3 + 8*83^2 + 83 + 1))Yes
04.00000000 (0)No
-41196075.000000-68.82.16.7-7.16.82.68 (-(7*83^3 + 16*83^2 + 82*83 + 68))No
483905.0000001.2.77.2.1 (7*83^2 + 2*83 + 1)No

Products with this Tag

These are the training products that have the "BRIDAL LINGERIE" tag (processing sequence 6093). 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
146Tulle and Silk Blindfold48390none191652231none
125Lace Bra Top0BRAS191603841none
135Sequin Triangle Bralette0BRAS191603841none
23326Bundle of Women's Lingerie Set Short Skirt With Stockings Socks Nightwear and Women's Lace Nightgown Spaghetti Strap Babydoll Nightwear Chemise-4119607SOCKS187484234none
124Lace Brief-191603841PANTIES, BRIEFS0none
134Sequin Brief-191603841PANTIES, BRIEFS0none