Fold 2 - Understanding why coefficient -1349 was selected
Tag: CHAINSTITCH THREAD
Selected Coefficient: -1349
Taxonomy Path: -6.17
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1349 | 1.000000 | -6.17 | -17.6 (-(17*79 + 6)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHAINSTITCH THREAD" tag (processing sequence 1088). 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 |
|---|---|---|---|---|---|---|---|
| 19952 | Madeira Burmilana Cotton #12 Thread: Color 816-3244 | 0 | SINGER CHAIN STITCH | 1349 | Business & Industrial > Manufacturing | BURMILANA | |
| 20046 | Robison-Anton Gift Set #122 Super Bright Poly - 6 Spools RA-638 | -1349 | SINGER CHAIN STITCH, ANTIQUE EMBROIDERY THREAD | 0 | GIFT PACK, NEON PINK |