Fold 4 - Understanding why coefficient -55611 was selected
Tag: BACKING MATERIAL 14K GOLD
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -55611 | 1.000145 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| -41833 | 1.000145 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No | |
| 6889 | 2.000000 | 0.0.1 | 1.0.0 (6889) | No |
These are the training products that have the "BACKING MATERIAL 14K GOLD" tag (processing sequence 6193). 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 |
|---|---|---|---|---|---|---|---|
| 9202 | Rainbow Moonstone - Adjustable Ring 14k Gold | 6889 | 50TH ANNIVERSARY | 62500 | none | ||
| 9354 | Labradorite Stud Earrings | -41833 | JAM'S EDITS, CRYSTAL EARRINGS | 13778 | none | ||
| 9148 | Men's Raw Peridot Necklace in 14k Gold-Filled | -55611 | CHAIN MATERIAL ROUND BLACK COTTON, CRYSTAL NECKLACES | 0 | none |