Fold 4 - Understanding why coefficient -3944312 was selected
Tag: FORMAL WEAR
Selected Coefficient: -3944312
Taxonomy Path: -0.0.0.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -3944312 | 1.000004 | -0.0.0.8 | -8.0.0.0 (-(8*79^3)) | Yes | |
| -4437351 | 1.000006 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | No | |
| -2465195 | 1.000006 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| 6447113 | 4.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | No |
These are the training products that have the "FORMAL WEAR" tag (processing sequence 1439). 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 |
|---|---|---|---|---|---|---|---|
| 11103 | His & Hers Matching Formal Dog Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 10391425 | SPRING / SUMMER | |
| 11057 | Pin Stripe Formal Dog Tuxedo | -2465195 | AUTUMN / WINTER | 1479117 | SPRING / SUMMER | ||
| 10581 | Bella Wedding Dog Dress | -3944312 | AUTUMN / WINTER | 0 | SPRING / SUMMER | ||
| 11350 | Tweed Dress | -3944312 | AUTUMN / WINTER | 0 | none | ||
| 11182 | Dog Suit Romper | -4437351 | AUTUMN / WINTER | -493039 | SPRING / SUMMER |