Fold 1 - Understanding why coefficient 6372409 was selected
Tag: LOOSE-PANTS
Selected Coefficient: 6372409
Taxonomy Path: 1.1.12.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6372409 | 2.000145 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 571835307 | 2.000145 | 1.1.7.4.12 | 12.4.7.1.1 (12*83^4 + 4*83^3 + 7*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | No |
| -571835307 | 3.000000 | -1.1.7.4.12 | -12.4.7.1.1 (-(12*83^4 + 4*83^3 + 7*83^2 + 83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LOOSE-PANTS" tag (processing sequence 3052). 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 |
|---|---|---|---|---|---|---|---|
| 24195 | Maternity Ribbed Pants | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 565462898 | none | |
| 24198 | Maternity Ribbed Pants | 6372409 | none | 0 | none | ||
| 24186 | Blue Maternity Flare Pants | 0 | MATERNITY-FORMAL-PANTS | -6372409 | none | ||
| 24182 | Wide-Leg Maternity Formal Pants | -571835307 | MATERNITY-WIDE-LEG-PANTS, MATERNITY-FORMAL-PANTS | -578207716 | none |