Fold 4 - Understanding why coefficient -13927 was selected
Tag: BIRTHDAY GIFTS
Selected Coefficient: -13927
Taxonomy Path: -66.1.2
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? |
|---|---|---|---|---|---|
| -13927 | 2.000000 | -66.1.2 | -2.1.66 (-(2*83^2 + 83 + 66)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 20 | 2.000000 | 20 | 20 (20) | No |
These are the training products that have the "BIRTHDAY GIFTS" tag (processing sequence 6198). 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 |
|---|---|---|---|---|---|---|---|
| 17426 | Personalized glass birthday Ornaments, boys glass birthday Ornaments, girls glass birthday Ornaments, Glass Ornament | 20 | none | 13947 | CHRISTMAS ORNAMENT | ||
| 30210 | Everleigh Compass and Apple Pendant Necklace, Appreciation Gifts for Teachers with Greeting Card | 0 | BEST GIFT | 13927 | none | ||
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | -13927 | FOR GIRLS | 0 | none |