Fold 0 - Understanding why coefficient 512717123 was selected
Tag: FACE & BODY MASKS
Selected Coefficient: 512717123
Taxonomy Path: 13.3.72.12.13
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 512717123 | 2.000000 | 13.3.72.12.13 | 13.12.72.3.13 (13*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13) | Yes | |
| -822276714 | 4.000000 | -0.0.61.8.21 | -21.8.61.0.0 (-(21*79^4 + 8*79^3 + 61*79^2)) | No | |
| 513316418 | 4.000000 | 14.5.10.14.13 | 13.14.10.5.14 (13*79^4 + 14*79^3 + 10*79^2 + 5*79 + 14) | No |
These are the training products that have the "FACE & BODY MASKS" tag (processing sequence 1338). 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 |
|---|---|---|---|---|---|---|---|
| 2100 | Moroccan Rhassoul Clay Mask - Organic Natural Facial Mask and Skin Care Treatment - Anti-aging Mud Mask for Dry & Oily Skin, Acne, Eczema & Psoriasis - 8 Oz | 513316418 | ACNE, BEST SELLER | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 2102 | Ghassoul Clay Mask _Lavender_ BackBar - 5 Kilo | 512717123 | ACNE | 0 | none | ||
| 2103 | Ghassoul Clay Mask _Orange Blossom_ BackBar - 5 Kilo | 512717123 | ACNE | 0 | none | ||
| 2104 | Ghassoul Clay Mask _Rose_ BackBar - 5 Kilo | 512717123 | ACNE | 0 | none | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -822276714 | ARGAN OIL, ACNE, BREAKOUTS/BLEMISHES | -1334993837 | none |