Fold 4 - Understanding why coefficient 403280 was selected
Tag: ORGANIC COTTON
Selected Coefficient: 403280
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? |
|---|---|---|---|---|---|
| 403280 | 3.000201 | 0.0.9.1 | 1.9.0.0 (357911 + 9*71^2) | Yes | |
| 2192835 | 3.000201 | 0.0.9.6 | 6.9.0.0 (6*71^3 + 9*71^2) | No | |
| 0 | 3.000397 | 0 | 0 (0) | No | |
| -4360537 | 5.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 20236 | 5.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 40472 | 5.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 1068). 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 | 2192835 | COTTON CITIZEN | 1789555 | none | ||
| 846 | Capri Slit Midi Dress | 403280 | COTTON CITIZEN, MIDI DRESS | 0 | none | ||
| 845 | Capri L/S Mini | 40472 | COTTON CITIZEN, FEMININE DRESS | -362808 | PARTY DRESS | ||
| 1073 | Tulip Wrap | 20236 | Apparel & Accessories > Clothing > Dresses | none | -383044 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | 0 | TROUSERS | -403280 | none | ||
| 968 | Ibiza SS Polo Dress | -4360537 | WHITE, COTTON CITIZEN | -4763817 | none |