Fold 2 - Understanding why coefficient 25044 was selected
Tag: BRIDAL
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 25044 | 2.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 1129701 | 2.000160 | 1.1.23.2 | 2.23.1.1 (2*79^3 + 23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 6261 | 3.000000 | 20.0.1 | 1.0.20 (6241 + 20) | No |
These are the training products that have the "BRIDAL" tag (processing sequence 863). 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 |
|---|---|---|---|---|---|---|---|
| 14497 | Siara | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 1104657 | none | |
| 147 | Silk Satin Crepe Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | SLIP DRESS | |
| 10197 | VIP Jewellery Design Experience! | 6261 | GOLD | -18783 | ENGAGEMENT RINGS | ||
| 853 | Chiffon Puffed Mini | 0 | FASHION | -25044 | FLATTERING |