Fold 2 - Understanding why coefficient -469416895 was selected
Tag: MATERNITY-PANTS
Selected Coefficient: -469416895
Taxonomy Path: -1.1.7.4.12
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -469416895 | 1.000000 | -1.1.7.4.12 | -12.4.7.1.1 (-(12*79^4 + 4*79^3 + 7*79^2 + 79 + 1)) | Yes | |
| -466414894 | 1.000000 | -0.0.0.77.11 | -11.77.0.0.0 (-(11*79^4 + 77*79^3)) | No |
These are the training products that have the "MATERNITY-PANTS" tag (processing sequence 3274). 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 |
|---|---|---|---|---|---|---|---|
| 24090 | 2pc. Maternity Winter Fleece Set - Winter | -466414894 | MCOORD-LOUNGEWEAR | 3002001 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | none | |
| 24089 | Maternity Fleece Sweatshirt Co-ord Set | -469416895 | NIGHTWEAR, MCOORD-LOUNGEWEAR | 0 | none |