Tag Coefficient Debug: GENTLE CLOTHING/SOCKS

Fold 0 - Understanding why coefficient -2927029 was selected

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Summary

Tag: GENTLE CLOTHING/SOCKS

Selected Coefficient: -2927029

Taxonomy Path: -0.0.74.5

Taxonomy Name:

Products with this tag: 3

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?
-29270290.000162-0.0.74.5-5.74.0.0 (-(5*79^3 + 74*79^2))Yes
-19409510.000162-0.0.74.3-3.74.0.0 (-(3*79^3 + 74*79^2))No
-4867980.000320-0.0.78-78.0.0 (-(78*79^2))No

Products with this Tag

These are the training products that have the "GENTLE CLOTHING/SOCKS" tag (processing sequence 1502). 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
6695100% Organic Cotton Socks for Adults (Midweight) - 2 Pack-486798GENTLE CLOTHING/100% COTTON CLOTHING2440231none
6645Remedywear™ (TENCEL + Zinc) - ADULTS Socks-1940951GENTLE CLOTHING/DRY WRAPS986078none
6644Remedywear™ (TENCEL + Zinc) Socks for KIDS-2927029GENTLE CLOTHING/DRY WRAPS, GENTLE CLOTHING/SHOP FOR BABIES & KIDS0none