Fold 4 - Understanding why coefficient 28055 was selected
Tag: FOR GIRLS
Selected Coefficient: 28055
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 28055 | 2.000000 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 14128 | 3.000000 | 18.4.2 | 2.4.18 (2*83^2 + 4*83 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 240220357 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "FOR GIRLS" tag (processing sequence 4781). 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 |
|---|---|---|---|---|---|---|---|
| 8541 | Let Me Consult My Crystals Rounded Mug Gold Crescent Moon | 240220357 | none | 240192302 | MOTHERS | ||
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 14128 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -13927 | BIRTHDAY GIFTS |