Fold 2 - Understanding why coefficient 25439 was selected
Tag: MERCH
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 25439 | 0.012658 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 149943 | 0.012658 | 1.2.24 | 24.2.1 (24*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Pinback Buttons | No |
These are the training products that have the "MERCH" tag (processing sequence 3323). 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 |
|---|---|---|---|---|---|---|---|
| 10050 | Alchimie Forever Lab Coat Pin (Wholesale) | 149943 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | 124504 | none | |
| 10055 | Self Care Through Skin Care™ Purple Heart Pin (Wholesale) | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none |