Fold 0 - Understanding why coefficient 20236 was selected
Tag: COTTON CITIZEN
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 4
Unique residual values tried: 2
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 | 1.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COTTON CITIZEN" tag (processing sequence 625). 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 |
|---|---|---|---|---|---|---|---|
| 844 | Capri CutOut Tank | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 845 | Capri L/S Mini | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 846 | Capri Slit Midi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | MIDI DRESS | |
| 968 | Ibiza SS Polo Dress | 0 | WHITE | -20236 | none |