Fold 4 - Understanding why coefficient 20236 was selected
Tag: BIODEGRADABLE
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 2
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 |
| 3720033 | 1.000000 | 59.67.27.10 | 10.27.67.59 (10*71^3 + 27*71^2 + 67*71 + 59) | No |
These are the training products that have the "BIODEGRADABLE" tag (processing sequence 736). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 3720033 | SCRUB, BIO-DEGRADABLE | 3699797 | CLEANING | ||
| 188 | Summer Dress - Sweety | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES, LADIES |