Fold 1 - Understanding why coefficient 25439 was selected
Tag: FOR GIRLS
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 25439 | 3.000000 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 4 | 4.000000 | 4 | 4 (4) | Baby & Toddler | No |
| 251 | 4.000000 | 14.3 | 3.14 (3*79 + 14) | Home & Garden > Decor | No |
| 12816 | 4.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
These are the training products that have the "FOR GIRLS" tag (processing sequence 3665). 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 |
|---|---|---|---|---|---|---|---|
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -12623 | FATHERS DAY | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | 251 | Home & Garden > Decor | none | -25188 | FATHERS DAY | |
| 8602 | 13cm Baby Sleeping Door Hanger | 4 | Baby & Toddler | none | -25435 | none |