Fold 3 - Understanding why coefficient 1560330 was selected
Tag: CONSIGNCLOUD
Selected Coefficient: 1560330
Taxonomy Path: 1.1.13.3
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Cardigans
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1560330 | 0.000483 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | Yes |
| 5997681 | 0.000483 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 25044 | 0.000641 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 93695 | 0.000641 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 429499459 | 0.000641 | 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 |
These are the training products that have the "CONSIGNCLOUD" tag (processing sequence 1095). 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 | 427939129 | none | |
| 3638 | Cashmere Jumper - Size S | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4437351 | none | |
| 3486 | Lace Cardigan - Size M | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | none | |
| 3354 | V Button Skirt - Size 40 | 93695 | Apparel & Accessories > Clothing > Skirts | none | -1466635 | none | |
| 2397 | Patterned Midi Dress - Size 1 | 25044 | Apparel & Accessories > Clothing > Dresses | none | -1535286 | none |