Fold 1 - Understanding why coefficient -6313857434 was selected
Tag: PATTERN
Selected Coefficient: -6313857434
Taxonomy Path: -0.0.0.8.4.2
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? |
|---|---|---|---|---|---|
| -6313857434 | 2.000002 | -0.0.0.8.4.2 | -2.4.8.0.0.0 (-(2*79^5 + 4*79^4 + 8*79^3)) | Yes | |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 574252 | 2.000002 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 5997681 | 2.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "PATTERN" tag (processing sequence 2283). 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 |
|---|---|---|---|---|---|---|---|
| 11331 | Coachillin' | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | ATHLETIC | 6319855115 | none | |
| 1008 | Marika | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 6314431686 | none | |
| 13996 | Beauty | 0 | BANANA LEAF, BRITISH COLONIAL STYLE, CANVAS ART | 6313857434 | none | ||
| 14048 | Desire | -6313857434 | BRITISH COLONIAL STYLE, FLOWER | 0 | none |