Fold 4 - Understanding why coefficient 20591 was selected
Tag: FOR GIRLS
Selected Coefficient: 20591
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? |
|---|---|---|---|---|---|
| 20591 | 3.000000 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| -5609 | 3.014085 | -0.8.1 | -1.8.0 (-(5041 + 8*71)) | No | |
| 128893329 | 3.014085 | 0.0.9.5.5 | 5.5.9.0.0 (5*71^4 + 5*71^3 + 9*71^2) | No | |
| 4548 | 4.000000 | 4.64 | 64.4 (64*71 + 4) | No |
These are the training products that have the "FOR GIRLS" tag (processing sequence 1204). 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 | 128893329 | FATHERS DAY | 128872738 | none | ||
| 8594 | Cat Enamel Brooch Pin Colourful Flower Detail | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8627 | Multi Coloured Rhinestone Cat Pin Brooch | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 4548 | FATHERS DAY | -16043 | none | ||
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | -5609 | FATHERS DAY | -26200 | none |