Fold 4 - Understanding why coefficient -4320065 was selected
Tag: MINI DRESSES
Selected Coefficient: -4320065
Taxonomy Path: -70.69.4.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4320065 | 2.000198 | -70.69.4.12 | -12.4.69.70 (-(12*71^3 + 4*71^2 + 69*71 + 70)) | Yes | |
| 20236 | 2.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -4340301 | 3.000000 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| 60708 | 3.000000 | 3.3.12 | 12.3.3 (12*71^2 + 3*71 + 3) | No |
These are the training products that have the "MINI DRESSES" tag (processing sequence 1007). 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 |
|---|---|---|---|---|---|---|---|
| 1082 | Wild Heart Mini Slip | 60708 | FEMININE DRESS | 4380773 | none | ||
| 1044 | Porter | 20236 | Apparel & Accessories > Clothing > Dresses | none | 4340301 | none | |
| 855 | Cinnamon | -4320065 | WHITE, LIGHT WIEHT DRESSES | 0 | none | ||
| 1049 | Roma | -4340301 | FRAILS | -20236 | none |