Fold 3 - Understanding why coefficient 2369900 was selected
Tag: WOMAN OWNED BUSINESS
Selected Coefficient: 2369900
Taxonomy Path: 1.1.12.4
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? |
|---|---|---|---|---|---|
| 2369900 | 1.000290 | 1.1.12.4 | 4.12.1.1 (4*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 62085 | 1.000435 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 6951085 | 1.000435 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOMAN OWNED BUSINESS" tag (processing sequence 5756). 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 |
|---|---|---|---|---|---|---|---|
| 32799 | Open Knit Sweater | 6951085 | none | 4581185 | VACATION CLOTHES | ||
| 32797 | Venice Crop Knee | 2369900 | none | 0 | none | ||
| 32798 | Venice Vintage Black | 2369900 | none | 0 | none | ||
| 32810 | Faded Jumpsuit | 62085 | none | -2307815 | VACATION CLOTHES | ||
| 32785 | Floral Blouse | 0 | SUMMER TOP | -2369900 | VACATION CLOTHES |