Fold 2 - Understanding why coefficient -262 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: -262
Taxonomy Path: -13.3
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? |
|---|---|---|---|---|---|
| -262 | 2.000145 | -13.3 | -3.13 (-(3*83 + 13)) | Yes | |
| -622118296 | 2.000290 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 5605). 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 |
|---|---|---|---|---|---|---|---|
| 2077 | Argan Oil - Rollerball 100% pure, organic | 0 | FINE LINES & WRINKLES | 262 | EYE CARE | ||
| 2083 | Argan Hemp Oil | 0 | FINE LINES & WRINKLES | 262 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -262 | FACE & BODY CLEANSERS, COCOA BUTTER | 0 | none | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -262 | FACE & BODY CLEANSERS, COCOA BUTTER | 0 | none | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -622118296 | SKINCARE SETS & KITS, HAIR & BODY PRODUCTS | -622118034 | none |