Fold 2 - Understanding why coefficient -2839177 was selected
Tag: BEES
Selected Coefficient: -2839177
Taxonomy Path: -79.10.80.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2839177 | 3.000000 | -79.10.80.4 | -4.80.10.79 (-(4*83^3 + 80*83^2 + 10*83 + 79)) | Yes | |
| 1 | 3.000000 | 1 | 1 (1) | No | |
| 7058 | 3.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No | |
| 2866834 | 3.000000 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | No |
These are the training products that have the "BEES" tag (processing sequence 6674). 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 |
|---|---|---|---|---|---|---|---|
| 4938 | Metal Wire Bee on Stick | 2866834 | none | 5706011 | none | ||
| 27520 | Honey Bee | 7058 | none | 2846235 | none | ||
| 27639 | Bee my Valentine Funny Humor T-Shirt 11oz Mug | 1 | none | 2839178 | none | ||
| 29603 | Mixed Set of 6 Bookmarks | -2839177 | GARDENING | 0 | none |