Fold 1 - Understanding why coefficient 1191881 was selected
Tag: COTTON-DRESSES
Selected Coefficient: 1191881
Taxonomy Path: 1.1.7.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 1191881 | 2.000145 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | Yes | |
| 27640 | 2.000581 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "COTTON-DRESSES" tag (processing sequence 2442). 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 |
|---|---|---|---|---|---|---|---|
| 24170 | One-Shoulder Maternity Bodycon Dress | 1191881 | none | 0 | none | ||
| 24169 | Maternity Ruched Bodycon Dress | 1191881 | none | 0 | none | ||
| 24188 | Blue Maternity Maxi Dress | 1191881 | none | 0 | none | ||
| 24301 | Maternity Casual Track Dress | 1191881 | none | 0 | none | ||
| 24291 | Maternity Ruched Bodycon Dress | 27640 | none | -1164241 | none | ||
| 23925 | Maternity Mint Green Cotton Dress | 0 | COTTONMIXDRESSES | -1191881 | SHORT-LENGTH | ||
| 23924 | Maternity Midi Shirt Dress | 0 | PARTY-DRESSES | -1191881 | none |