Fold 0 - Understanding why coefficient 20236 was selected
Tag: ORGANIC COTTON
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 20236 | 4.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2928893 | 4.000198 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -1487329 | 5.000000 | -21.3.11.4 | -4.11.3.21 (-(4*71^3 + 11*71^2 + 3*71 + 21)) | No | |
| -20236 | 5.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| -162 | 5.000000 | -20.2 | -2.20 (-(2*71 + 20)) | No | |
| 2192835 | 5.000000 | 0.0.9.6 | 6.9.0.0 (6*71^3 + 9*71^2) | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 2490). 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 |
|---|---|---|---|---|---|---|---|
| 846 | Capri Slit Midi Dress | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | COTTON CITIZEN, MIDI DRESS | 2908657 | none | |
| 967 | Ibiza SS Polo | 2192835 | COTTON CITIZEN | 2172599 | none | ||
| 1073 | Tulip Wrap | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | -162 | TROUSERS, 50-100 | -20398 | none | ||
| 845 | Capri L/S Mini | -20236 | COTTON CITIZEN, PARTY DRESS | -40472 | none | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -1487329 | JOGGERS, GREEN, TROUSERS, 50-100 | -1507565 | none |