Fold 1 - Understanding why coefficient 45369 was selected
Tag: SCRUB
Selected Coefficient: 45369
Taxonomy Path: 0.0.9
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 45369 | 0.014085 | 0.0.9 | 9.0.0 (9*71^2) | Yes | |
| 4057934 | 0.014085 | 0.70.23.11 | 11.23.70.0 (11*71^3 + 23*71^2 + 70*71) | No |
These are the training products that have the "SCRUB" tag (processing sequence 1191). 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 | 4057934 | BIO-DEGRADABLE, BIODEGRADABLE | 4012565 | SOAP BAR | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 45369 | FACIAL, DRY SKIN, EXFOLIATION | 0 | none |