Fold 3 - Understanding why coefficient -510801136 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: -510801136
Taxonomy Path: -13.3.2.9.13
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? |
|---|---|---|---|---|---|
| -510801136 | 1.000160 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| -125070 | 1.000160 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 4016). 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 |
|---|---|---|---|---|---|---|---|
| 2081 | African Black Soap - Hand packed - 1 lb | 0 | FACE & BODY CLEANSERS, COCOA BUTTER, SHEA BUTTER | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | |
| 2077 | Argan Oil - Rollerball 100% pure, organic | -125070 | DRYNESS, EYE CARE | 510676066 | none | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -510801136 | SKINCARE SETS & KITS, HAIR & BODY PRODUCTS | 0 | none |