Fold 3 - Understanding why coefficient 159 was selected
Tag: NOTIONS
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 159 | 2.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 6 | 4.000000 | 6 | 6 (6) | Business & Industrial | No |
| 31457 | 4.000000 | 15.3.5 | 5.3.15 (5*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | No |
These are the training products that have the "NOTIONS" tag (processing sequence 2701). 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 |
|---|---|---|---|---|---|---|---|
| 11895 | Small Mandala Notions Pouch | Knitting or Needlework | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 31298 | Home & Garden > Bathroom Accessories > Bathroom Accessory Sets | none |
| 11808 | Square Hand Made PU Leather Labels | Set of 4 | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 11867 | Assorted PU Leather Labels | Set of 8 | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 11874 | Hand Made With Love PU Leather Labels | Set of 4 | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 20150 | Needle Insertion Tool for Sergers or Sewing Machines | 6 | Business & Industrial | none | -153 | none |