Fold 4 - Understanding why coefficient 25044 was selected
Tag: CONSIGNCLOUD
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 | 1.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 429499459 | 1.000320 | 1.1.10.2.11 | 11.2.10.1.1 (11*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 1560330 | 1.000320 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 805 | 3.000000 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
These are the training products that have the "CONSIGNCLOUD" tag (processing sequence 1101). 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 | 429499459 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 429474415 | none | |
| 3486 | Lace Cardigan - Size M | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 1535286 | none | |
| 2397 | Patterned Midi Dress - Size 1 | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2774 | Emerson Crossbody Bag | 805 | Luggage & Bags > Messenger Bags | none | -24239 | none |