Fold 4 - Understanding why coefficient -25044 was selected
Tag: CAMI NYC
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -25044 | 3.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 93695 | 5.000160 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 4518564 | 5.000160 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 2802). 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 |
|---|---|---|---|---|---|---|---|
| 867 | Damaris | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 4543608 | SILK SHIRT | |
| 1028 | Nori | 93695 | Apparel & Accessories > Clothing > Skirts | none | 118739 | FLORAL PRINT | |
| 978 | Jocliea | 0 | TANK TOPS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 924 | Fleur | -25044 | CUTE DRESSES, MAXI DRESSES | 0 | none | ||
| 907 | Dua | -25044 | CUTE DRESSES, PARTY DRESS | 0 | none | ||
| 875 | Delfina | -25044 | CUTE DRESSES, PARTY DRESS | 0 | none | ||
| 899 | Doris | -25044 | CUTE DRESSES, MAXI DRESSES | 0 | none |