Fold 0 - Understanding why coefficient -549208 was selected
Tag: ORGANIC COTTON
Selected Coefficient: -549208
Taxonomy Path: -0.0.9.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -549208 | 2.000481 | -0.0.9.1 | -1.9.0.0 (-(493039 + 9*79^2)) | Yes | |
| 0 | 2.000481 | 0 | 0 (0) | No | |
| 1472876 | 2.000481 | 0.0.78.2 | 2.78.0.0 (2*79^3 + 78*79^2) | No | |
| 3014403 | 2.000481 | 0.0.9.6 | 6.9.0.0 (6*79^3 + 9*79^2) | No | |
| 25044 | 5.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 50088 | 5.000000 | 2.2.8 | 8.2.2 (8*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 2234). 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 | 3014403 | COTTON CITIZEN | 3563611 | none | ||
| 1567 | LYNX Organic Cotton Trouser - Purple | 1472876 | 50-100 | 2022084 | none | ||
| 845 | Capri L/S Mini | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | COTTON CITIZEN, FEMININE DRESS | 599296 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | PARTY DRESS |
| 1073 | Tulip Wrap | 25044 | Apparel & Accessories > Clothing > Dresses | none | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none |
| 968 | Ibiza SS Polo Dress | 0 | COTTON CITIZEN | 549208 | none | ||
| 846 | Capri Slit Midi Dress | -549208 | COTTON CITIZEN, LONG SLEEVES, MIDI DRESS | 0 | none |