Fold 3 - Understanding why coefficient 571835307 was selected
Tag: MCOORD-LOUNGEWEAR
Selected Coefficient: 571835307
Taxonomy Path: 1.1.7.4.12
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers
Products with this tag: 4
Unique residual values tried: 3
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 | 1.000002 | 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 | Yes |
| 3479029 | 1.000003 | 1.1.7.6 | 6.7.1.1 (6*83^3 + 7*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "MCOORD-LOUNGEWEAR" tag (processing sequence 3112). 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 |
|---|---|---|---|---|---|---|---|
| 24184 | 2pc. Knit Maternity Co-Ord Set | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | none | |
| 24197 | 2pc. Brown Floral Maternity Co-Ord Set | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | none | |
| 24090 | 2pc. Maternity Winter Fleece Set - Winter | 3479029 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Sleepwear | none | -568356278 | OCT-24 | |
| 24089 | Maternity Fleece Sweatshirt Co-ord Set | 0 | NIGHTWEAR | -571835307 | OCT-24 |