Fold 0 - Understanding why coefficient -37355 was selected
Tag: MAN
Selected Coefficient: -37355
Taxonomy Path: -67.77.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -37355 | 2.000000 | -67.77.5 | -5.77.67 (-(5*79^2 + 77*79 + 67)) | 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 |
| 197764900 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "MAN" tag (processing sequence 4086). 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 | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197802255 | none | |
| 18191 | LPF Puppy Ball | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 3507511 | none | |
| 18203 | Spa Set | -37355 | BFF | 0 | none |