Fold 4 - Understanding why coefficient 20236 was selected
Tag: CONSIGNCLOUD
Selected Coefficient: 20236
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? |
|---|---|---|---|---|---|
| 20236 | 1.000397 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 1139338 | 1.000397 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 280294795 | 1.000397 | 1.1.10.2.11 | 11.2.10.1.1 (11*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 725 | 3.000000 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | No |
These are the training products that have the "CONSIGNCLOUD" tag (processing sequence 957). 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 |
|---|---|---|---|---|---|---|---|
| 2737 | Patterned Jacket - Size 34 | 280294795 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 280274559 | none | |
| 3486 | Lace Cardigan - Size M | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 1119102 | none | |
| 2397 | Patterned Midi Dress - Size 1 | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2774 | Emerson Crossbody Bag | 725 | Luggage & Bags > Messenger Bags | none | -19511 | none |