Fold 4 - Understanding why coefficient -571835307 was selected
Tag: MATERNITY-PANTS
Selected Coefficient: -571835307
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? |
|---|---|---|---|---|---|
| -571835307 | 1.000000 | -1.1.7.4.12 | -12.4.7.1.1 (-(12*83^4 + 4*83^3 + 7*83^2 + 83 + 1)) | Yes | |
| -568356278 | 1.000000 | -0.0.0.81.11 | -11.81.0.0.0 (-(11*83^4 + 81*83^3)) | No |
These are the training products that have the "MATERNITY-PANTS" tag (processing sequence 5039). 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 | -568356278 | MCOORD-LOUNGEWEAR | 3479029 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | none | |
| 24089 | Maternity Fleece Sweatshirt Co-ord Set | -571835307 | NIGHTWEAR, MCOORD-LOUNGEWEAR | 0 | none |