Fold 3 - Understanding why coefficient -333684180 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: -333684180
Taxonomy Path: -13.3.22.9.13
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? |
|---|---|---|---|---|---|
| -333684180 | 0.000397 | -13.3.22.9.13 | -13.9.22.3.13 (-(13*71^4 + 9*71^3 + 22*71^2 + 3*71 + 13)) | Yes | |
| -333583360 | 0.000397 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | No | |
| 203192402 | 0.000397 | 58.67.50.70.7 | 7.70.50.67.58 (7*71^4 + 70*71^3 + 50*71^2 + 67*71 + 58) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 525). 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 |
|---|---|---|---|---|---|---|---|
| 2083 | Argan Hemp Oil | 203192402 | ARGAN OIL, ANTI-AGEING | 536876582 | DRYNESS, FACE OILS | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -333583360 | ARGAN OIL, ANTI-AGEING | 100820 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -333684180 | SKIN CARE, ANTI-AGEING | 0 | FACE & BODY CLEANSERS |