Fold 3 - Understanding why coefficient -120794555 was selected
Tag: UNDERWEAR & SOCKS
Selected Coefficient: -120794555
Taxonomy Path: -0.0.0.8.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -120794555 | 0.000162 | -0.0.0.8.3 | -3.8.0.0.0 (-(3*79^4 + 8*79^3)) | Yes | |
| 0 | 0.000162 | 0 | 0 (0) | No | |
| 1940951 | 0.000320 | 0.0.74.3 | 3.74.0.0 (3*79^3 + 74*79^2) | No |
These are the training products that have the "UNDERWEAR & SOCKS" tag (processing sequence 2981). 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 |
|---|---|---|---|---|---|---|---|
| 11491 | 100% Organic Cotton Crew Socks for Adults (Lightweight) -2 Pack | 1940951 | GENTLE CLOTHING/100% COTTON CLOTHING, GENTLE CLOTHING/SOCKS | 122735506 | none | ||
| 11448 | 100% Organic Cotton Women's Drawstring Elastic Free Panties - High Waisted Cotton Brief Panties - 2 Pack | 0 | GENTLE CLOTHING/100% COTTON CLOTHING, GENTLE CLOTHING/UNDERWEAR & BRAS | 120794555 | none | ||
| 11489 | 100% Organic Cotton Racerback SPORTS Bra for Eczema | -120794555 | GENTLE CLOTHING/100% COTTON CLOTHING, GENTLE CLOTHING/UNDERWEAR & BRAS | 0 | none |