Fold 2 - Understanding why coefficient 311475578 was selected
Tag: BREAKOUTS/BLEMISHES
Selected Coefficient: 311475578
Taxonomy Path: 66.75.58.78.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 311475578 | 1.000160 | 66.75.58.78.7 | 7.78.58.75.66 (7*79^4 + 78*79^3 + 58*79^2 + 75*79 + 66) | Yes | |
| -510801136 | 1.000320 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | No | |
| -238150319 | 3.000000 | -0.0.2.9.6 | -6.9.2.0.0 (-(6*79^4 + 9*79^3 + 2*79^2)) | No |
These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 860). 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 | 311475578 | ARGAN OIL, ACNE | 0 | none | ||
| 2083 | Argan Hemp Oil | 311475578 | ARGAN OIL, ACNE | 0 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -238150319 | SKIN CARE | -549625897 | FACE & BODY CLEANSERS, SHEA BUTTER | ||
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -510801136 | ARGAN OIL, ACNE | -822276714 | none |