Fold 2 - Understanding why coefficient 368219 was selected
Tag: BATH & BODY
Selected Coefficient: 368219
Taxonomy Path: 13.3.2.1
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Bath & Body
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 368219 | 0.000400 | 13.3.2.1 | 1.2.3.13 (357911 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | Yes |
| 536876808 | 0.000402 | 13.3.2.9.21 | 21.9.2.3.13 (21*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
| 55677 | 0.000793 | 13.3.11 | 11.3.13 (11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation | No |
| 101046 | 0.000793 | 13.3.20 | 20.3.13 (20*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
These are the training products that have the "BATH & BODY" tag (processing sequence 721). 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 |
|---|---|---|---|---|---|---|---|
| 5814 | Natural Facial Serum - Moroccan Specialty | 536876808 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 536508589 | none | |
| 1707 | Body Balm - Vegan & Palm Free | 368219 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 10337 | Coastal Christmas Body Butter | 368219 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 9293 | THE HAND TREATMENT KIT | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -267173 | none | |
| 1706 | Bath Salts - Scented with Essential Oils | 55677 | Health & Beauty > Personal Care > Massage & Relaxation | none | -312542 | none |