Tag Coefficient Debug: OVER-30

Fold 4 - Understanding why coefficient -423516 was selected

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Summary

Tag: OVER-30

Selected Coefficient: -423516

Taxonomy Path: -1.1.13.1

Taxonomy Name:

Products with this tag: 7

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?
-4235164.000000-1.1.13.1-1.13.1.1 (-(357911 + 13*71^2 + 71 + 1))Yes
8318374.0001981.1.23.22.23.1.1 (2*71^3 + 23*71^2 + 71 + 1)Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & LehengasNo
29288934.0003971.1.13.88.13.1.1 (8*71^3 + 13*71^2 + 71 + 1)Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsNo
-7561506.000000-0.0.8.2-2.8.0.0 (-(2*71^3 + 8*71^2))No

Products with this Tag

These are the training products that have the "OVER-30" tag (processing sequence 1808). 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
7362Bollywood Readymade Embellished Velvet with Full Sequence Work Saree Blouse / RMSB0142928893Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsBLOUSES3352409none
7387MORANI Beautiful Kalamkari Printed Saree / SPSB001-BBK831837Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengasnone1255353none
7294Bollywood Sequence Saree / SRMA001831837Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengasnone1255353none
7855Elegant but Traditional Dandiya Dress / DDAG007-OBB-423516SKIRT, BLOUSE0none
7623Elegant but Traditional Dandiya Dress / DDAG002-YBB-423516SKIRT, BLOUSE0none
7841Elegant but Traditional Dandiya Dress / DDAG004-BPG-423516SKIRT, BLOUSE0none
7393Wrap Around Jaipuri Style Long Skirt For Girls & Women / RAWS002-MBL-756150SKIRT-332634none