Fold 3 - Understanding why coefficient -143702 was selected
Tag: SCRUB
Selected Coefficient: -143702
Taxonomy Path: -1.2.23
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? |
|---|---|---|---|---|---|
| -143702 | 1.000000 | -1.2.23 | -23.2.1 (-(23*79^2 + 2*79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SCRUB" tag (processing sequence 2559). 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 |
|---|---|---|---|---|---|---|---|
| 3103 | Global Soap Coffee Scrub Soap | 0 | ANTIOXIDANT, BATHROOM, CLEANSE | 143702 | Apparel & Accessories > Clothing Accessories > Neckties | SOAP BAR | |
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -143702 | FACIAL, ACNE, ANTIOXIDANT, BEAUTY, BODY, EXFOLIATION, FACE MASK | 0 | none |