Fold 0 - Understanding why coefficient 62085 was selected
Tag: VACATION CLOTHES
Selected Coefficient: 62085
Taxonomy Path: 1.1.9
Taxonomy Name:
Products with this tag: 7
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 | 3.000290 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | Yes | |
| 103419 | 3.000435 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 6951085 | 3.000435 | 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 "VACATION CLOTHES" tag (processing sequence 5407). 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 | 6889000 | WOMAN OWNED BUSINESS | ||
| 32800 | Striped Wrap Skirt | 103419 | none | 41334 | WOMAN-OWNED BUSINESS | ||
| 32810 | Faded Jumpsuit | 62085 | none | 0 | WOMAN OWNED BUSINESS | ||
| 32786 | Tencel Jumpsuit | 62085 | none | 0 | WOMAN-OWNED BUSINESS | ||
| 32804 | Inayan Pattern Maxi | 0 | MAXI DRESS | -62085 | WOMAN-OWNED BUSINESS | ||
| 32808 | Khaki Stripe Sweater | 0 | PULLOVER | -62085 | WOMAN OWNED BUSINESS | ||
| 32809 | Khaki/Green Sweater | 0 | PULLOVER | -62085 | WOMAN-OWNED BUSINESS |