Fold 0 - Understanding why coefficient -62085 was selected
Tag: WOMAN-OWNED BUSINESS
Selected Coefficient: -62085
Taxonomy Path: -1.1.9
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? |
|---|---|---|---|---|---|
| -62085 | 3.000000 | -1.1.9 | -9.1.1 (-(9*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 41334 | 3.000145 | 0.0.6 | 6.0.0 (6*83^2) | No | |
| 27640 | 4.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "WOMAN-OWNED BUSINESS" tag (processing sequence 5731). 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 |
|---|---|---|---|---|---|---|---|
| 32800 | Striped Wrap Skirt | 41334 | VACATION CLOTHES | 103419 | none | ||
| 32813 | Jeanne Dress | 27640 | none | 89725 | none | ||
| 32786 | Tencel Jumpsuit | 0 | VACATION CLOTHES | 62085 | none | ||
| 32804 | Inayan Pattern Maxi | -62085 | MAXI DRESS, VACATION CLOTHES | 0 | none | ||
| 32809 | Khaki/Green Sweater | -62085 | PULLOVER, VACATION CLOTHES | 0 | none |