Fold 2 - Understanding why coefficient 27640 was selected
Tag: ORGANIC COTTON
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 27640 | 3.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 3520363 | 3.000290 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -6372409 | 5.000000 | -1.1.12.11 | -11.12.1.1 (-(11*83^3 + 12*83^2 + 83 + 1)) | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 4605). 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 |
|---|---|---|---|---|---|---|---|
| 967 | Ibiza SS Polo | 3520363 | none | 3492723 | none | ||
| 968 | Ibiza SS Polo Dress | 27640 | none | 0 | none | ||
| 1073 | Tulip Wrap | 27640 | none | 0 | none | ||
| 846 | Capri Slit Midi Dress | 0 | MIDI DRESS | -27640 | LONG SLEEVES | ||
| 1567 | LYNX Organic Cotton Trouser - Purple | 0 | TROUSERS | -27640 | none | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -6372409 | JOGGERS, TROUSERS | -6400049 | none |