Fold 4 - Understanding why coefficient -481162730 was selected
Tag: NATURAL SKINCARE/FACE & EYE CARE
Selected Coefficient: -481162730
Taxonomy Path: -27.6.42.11.10
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? |
|---|---|---|---|---|---|
| -481162730 | 3.000000 | -27.6.42.11.10 | -10.11.42.6.27 (-(10*83^4 + 11*83^3 + 42*83^2 + 6*83 + 27)) | Yes | |
| -479743333 | 3.000000 | -13.3.2.9.10 | -10.9.2.3.13 (-(10*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)) | No | |
| 954326281 | 3.000000 | 0.0.2.9.20 | 20.9.2.0.0 (20*83^4 + 9*83^3 + 2*83^2) | No | |
| 4371325655 | 3.000000 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "NATURAL SKINCARE/FACE & EYE CARE" tag (processing sequence 6747). 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 |
|---|---|---|---|---|---|---|---|
| 6696 | Organic Calendula Lip Balm | 4371325655 | none | 4852488385 | none | ||
| 6738 | Calendula Facial Cream | 954326281 | NATURAL SKINCARE/VEGAN PRODUCTS | 1435489011 | none | ||
| 6702 | Organic Aloe Vera for Eczema Skin Soothing Spray | -479743333 | NATURAL SKINCARE/VEGAN PRODUCTS, NATURAL SKINCARE/SHOP BY SKIN CONCERN/RED\/WEEPING ECZEMA, NATURAL SKINCARE/SHOP BY SKIN CONCERN/ROSACEA | 1419397 | none | ||
| 11495 | Eczema Face Moisturizer & Cleanser Kit | -481162730 | NATURAL SKINCARE/STARTER KITS & GIFTS, GIFT SETS, NATURAL SKINCARE/SHOP BY SKIN CONCERN/RED\/WEEPING ECZEMA, NATURAL SKINCARE/SHOP BY SKIN CONCERN/ROSACEA | 0 | none |