Fold 3 - Understanding why coefficient 2192835 was selected
Tag: ORGANIC COTTON
Selected Coefficient: 2192835
Taxonomy Path: 0.0.9.6
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? |
|---|---|---|---|---|---|
| 2192835 | 3.000201 | 0.0.9.6 | 6.9.0.0 (6*71^3 + 9*71^2) | Yes | |
| 4340301 | 3.000201 | 0.0.9.12 | 12.9.0.0 (12*71^3 + 9*71^2) | No | |
| 0 | 3.000397 | 0 | 0 (0) | No | |
| 20236 | 4.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3997585 | 4.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -55523 | 5.000000 | -1.1.11 | -11.1.1 (-(11*71^2 + 71 + 1)) | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 1080). 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 | 4340301 | COTTON CITIZEN, MIDI DRESS | 2147466 | none | ||
| 1567 | LYNX Organic Cotton Trouser - Purple | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 1804750 | TROUSERS | |
| 967 | Ibiza SS Polo | 2192835 | COTTON CITIZEN | 0 | none | ||
| 1073 | Tulip Wrap | 20236 | Apparel & Accessories > Clothing > Dresses | none | -2172599 | none | |
| 845 | Capri L/S Mini | 0 | COTTON CITIZEN | -2192835 | none | ||
| 968 | Ibiza SS Polo Dress | -55523 | WHITE, COTTON CITIZEN | -2248358 | none |