Fold 3 - Understanding why coefficient 125070 was selected
Tag: MAN
Selected Coefficient: 125070
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: 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? |
|---|---|---|---|---|---|
| 125070 | 2.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 3470156 | 2.000000 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | No |
| 197639830 | 2.000000 | 0.77.67.5.5 | 5.5.67.77.0 (5*79^4 + 5*79^3 + 67*79^2 + 77*79) | No |
These are the training products that have the "MAN" tag (processing sequence 4045). 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 |
|---|---|---|---|---|---|---|---|
| 1108 | Natural Man Tonic Extra Strong | 197639830 | SEX | 197514760 | none | ||
| 18191 | LPF Puppy Ball | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 3345086 | none | |
| 18203 | Spa Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none |