Fold 4 - Understanding why coefficient -161 was selected
Tag: GENTLE CLOTHING/WET WRAPS
Selected Coefficient: -161
Taxonomy Path: -3.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -161 | 3.000000 | -3.2 | -2.3 (-(2*79 + 3)) | Yes | |
| 241 | 3.000000 | 4.3 | 3.4 (3*79 + 4) | Baby & Toddler > Baby Health | No |
| 321 | 3.000000 | 5.4 | 4.5 (4*79 + 5) | No | |
| 482 | 3.000000 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | No |
These are the training products that have the "GENTLE CLOTHING/WET WRAPS" tag (processing sequence 3040). 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 |
|---|---|---|---|---|---|---|---|
| 11493 | Remedywear™ (TENCEL + Zinc) Long Sleeve Baby Eczema Onesie with Mittens | 482 | Electronics > Computers | GENTLE CLOTHING/REMEDYWEAR™ TENCEL+ZINC | 643 | none | |
| 6650 | Remedywear™ (TENCEL + Zinc) Sleeves/Bandages for Babies to Adults (One Pair) | 321 | GENTLE CLOTHING/REMEDYWEAR™ TENCEL+ZINC | 482 | Electronics > Computers | none | |
| 6645 | Remedywear™ (TENCEL + Zinc) - ADULTS Socks | 241 | Baby & Toddler > Baby Health | GENTLE CLOTHING/SOCKS, GENTLE CLOTHING/REMEDYWEAR™ TENCEL+ZINC | 402 | none | |
| 11451 | 100% Organic Cotton Gloves for Adults - 2 Pack | -161 | GENTLE CLOTHING/MITTENS & GLOVES | 0 | none |