Fold 4 - Understanding why coefficient -2995840 was selected
Tag: MUST HAVE
Selected Coefficient: -2995840
Taxonomy Path: -2.2.6.6
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -2995840 | 1.000000 | -2.2.6.6 | -6.6.2.2 (-(6*79^3 + 6*79^2 + 2*79 + 2)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "MUST HAVE" tag (processing sequence 3247). 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 |
|---|---|---|---|---|---|---|---|
| 23260 | FRENCH TRENCH COAT | 0 | HAND MADE | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | |
| 23255 | SQUARE RAGLAN COAT | -2995840 | CALVERT AVENUE, DRESS | 0 | OVERSIZED |