Fold 0 - Understanding why coefficient 93695 was selected
Tag: CONSIGNCLOUD
Selected Coefficient: 93695
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
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? |
|---|---|---|---|---|---|
| 93695 | 1.000320 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 5997681 | 1.000320 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 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 |
| 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 1098). 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 | 429405764 | none | |
| 3638 | Cashmere Jumper - Size S | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5903986 | none | |
| 3354 | V Button Skirt - Size 40 | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 2774 | Emerson Crossbody Bag | 805 | Luggage & Bags > Messenger Bags | none | -92890 | none |