Fold 2 - Understanding why coefficient 27640 was selected
Tag: WOMAN-OWNED BUSINESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 27640 | 2.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 62085 | 2.000290 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 2383678 | 2.000290 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOMAN-OWNED BUSINESS" tag (processing sequence 5751). 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 |
|---|---|---|---|---|---|---|---|
| 32775 | Satin Shorts | 2383678 | none | 2356038 | none | ||
| 32786 | Tencel Jumpsuit | 62085 | none | 34445 | none | ||
| 32801 | Red Floral Wrap Dress | 27640 | none | 0 | none | ||
| 32804 | Inayan Pattern Maxi | 0 | MAXI DRESS | -27640 | none | ||
| 32809 | Khaki/Green Sweater | 0 | PULLOVER | -27640 | none |