Fold 1 - Understanding why coefficient 505771 was selected
Tag: SHEA BUTTER
Selected Coefficient: 505771
Taxonomy Path: 13.3.2.1
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Bath & Body
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? |
|---|---|---|---|---|---|
| 505771 | 1.000160 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | Yes |
| -311475578 | 1.000320 | -66.75.58.78.7 | -7.78.58.75.66 (-(7*79^4 + 78*79^3 + 58*79^2 + 75*79 + 66)) | No | |
| -311600648 | 3.000000 | -0.0.0.0.8 | -8.0.0.0.0 (-(8*79^4)) | No |
These are the training products that have the "SHEA BUTTER" tag (processing sequence 2588). 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 |
|---|---|---|---|---|---|---|---|
| 5792 | SKIN DEEP </br> Body Butter </br> Neroli & Patchouli | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 5809 | SKIN DEEP </br> Body Butter </br> Rose & Sandalwood | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 2081 | African Black Soap - Hand packed - 1 lb | -311475578 | SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | -311981349 | none | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -311600648 | ARGAN OIL, SKIN CARE, ANTI-AGEING, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | -312106419 | none |