Fold 4 - Understanding why coefficient 2041057 was selected
Tag: FAIR TRADE
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 8
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 2041057 | 3.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 241 | 7.000000 | 4.3 | 3.4 (3*79 + 4) | Baby & Toddler > Baby Health | No |
| 168758 | 7.000000 | 14.3.27 | 27.3.14 (27*79^2 + 3*79 + 14) | Home & Garden > Decor > Dreamcatchers | No |
These are the training products that have the "FAIR TRADE" tag (processing sequence 2026). 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 |
|---|---|---|---|---|---|---|---|
| 3079 | Absolute Essential Base Chakra Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 2885 | Absolute Essential Solar Chakra Essential Oils (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 2893 | Absolute Essential Throat Chakra Essential Oil Blend (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 2884 | Absolute Essential Calm Skin Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 8141 | Fair Trade Hand Crafted Large Sun Dream Catcher | 168758 | Home & Garden > Decor > Dreamcatchers | none | -1872299 | WALL DECOR | |
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 241 | Baby & Toddler > Baby Health | none | -2040816 | GAS | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | DIFFUSION | -2041057 | MOTHERS |