Fold 4 - Understanding why coefficient 101046 was selected
Tag: MENS FRAGRANCES
Selected Coefficient: 101046
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 101046 | 0.000198 | 13.3.20 | 20.3.13 (20*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 104520320 | 0.000397 | 13.3.2.8.4 | 4.8.2.3.13 (4*71^4 + 8*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux De Toilette | No |
These are the training products that have the "MENS FRAGRANCES" tag (processing sequence 984). 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 |
|---|---|---|---|---|---|---|---|
| 3587 | Hugo Boss Bottled Night EDT 5ml Sample Spray | 104520320 | Health & Beauty > Personal Care > Cosmetics > Perfumes & Colognes > Eaux De Toilette | none | 104419274 | none | |
| 3568 | David Beckham INSTINCT & BOLD INSTINCT DUO GIFT SET eau de toilette | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 3585 | Mont Blanc Legend Pour Homme Eau De Toilette, After Shave Balm, Pouch Gift Set | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none |