Fold 2 - Understanding why coefficient -2995840 was selected
Tag: FEMALE
Selected Coefficient: -2995840
Taxonomy Path: -2.2.6.6
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? |
|---|---|---|---|---|---|
| -2995840 | 2.000000 | -2.2.6.6 | -6.6.2.2 (-(6*79^3 + 6*79^2 + 2*79 + 2)) | Yes | |
| -25439 | 2.000000 | -1.6.4 | -4.6.1 (-(4*79^2 + 6*79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FEMALE" tag (processing sequence 2949). 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 |
|---|---|---|---|---|---|---|---|
| 29188 | Machiko Noguchi | 0 | none | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | |
| 8152 | Winter (3 Pets) - Custom Pet Canvas | -25439 | CANVAS, CATS | 2970401 | none | ||
| 20435 | WONTON Floral Paradise dress | -2995840 | GIRLS, DRESS | 0 | none |