Fold 2 - Understanding why coefficient 20 was selected
Tag: BIRTHDAY GIFTS
Selected Coefficient: 20
Taxonomy Path: 20
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20 | 2.000000 | 20 | 20 (20) | Yes | |
| 14128 | 2.000000 | 18.4.2 | 2.4.18 (2*83^2 + 4*83 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 55261 | 2.000000 | 66.1.8 | 8.1.66 (8*83^2 + 83 + 66) | No |
These are the training products that have the "BIRTHDAY GIFTS" tag (processing sequence 6171). 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 |
|---|---|---|---|---|---|---|---|
| 30210 | Everleigh Compass and Apple Pendant Necklace, Appreciation Gifts for Teachers with Greeting Card | 55261 | NECKLACES FOR WOMEN, GIFTS FOR WOMEN, INSPIRING | 55241 | none | ||
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 14128 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 14108 | FOR GIRLS | |
| 17426 | Personalized glass birthday Ornaments, boys glass birthday Ornaments, girls glass birthday Ornaments, Glass Ornament | 20 | none | 0 | none |