Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| 25044 | 2.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 1129701 | 2.000320 | 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 |
| -24944 | 4.000000 | -59.78.3 | -3.78.59 (-(3*79^2 + 78*79 + 59)) | No | |
| 7124 | 4.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
These are the training products that have the "BRIDAL" tag (processing sequence 861). 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 | |
| 853 | Chiffon Puffed Mini | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 9630 | ALC 8oz White Wine set of 6 Silver | 7124 | Home & Garden > Kitchen & Dining > Barware | none | -17920 | CLASSIC, DRINKWARE | |
| 10197 | VIP Jewellery Design Experience! | -24944 | GOLD | -49988 | ENGAGEMENT RINGS |