Fold 1 - Understanding why coefficient 571835307 was selected
Tag: NIGHTWEAR
Selected Coefficient: 571835307
Taxonomy Path: 1.1.7.4.12
Taxonomy Name: Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers
Products with this tag: 7
Unique residual values tried: 1
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 | 0.000000 | 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 |
These are the training products that have the "NIGHTWEAR" tag (processing sequence 643). 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 |
|---|---|---|---|---|---|---|---|
| 24080 | Maternity Fleece Bootcut Pants- Winter | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MFLEECE | |
| 24085 | Maternity Bootcut Pants- Winter (French Terry Lined) | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | none | |
| 24086 | Maternity Bootcut Pants- Winter (French Terry Lined) | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | none | |
| 24094 | Maternity Fleece Pants- Winter | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MFLEECE, STRAIGHT-FIT | |
| 24104 | Maternity Fleece Wide-leg Pants- Winter | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | MATERNITY-WIDE-LEG-PANTS, MFLEECE | |
| 24109 | Maternity Casual Pants - Winter (French Terry Lined) | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | STRAIGHT-FIT | |
| 24111 | Maternity Casual Pants - Winter (French Terry Lined) | 571835307 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Pants > Trousers | none | 0 | STRAIGHT-FIT |