Fold 0 - Understanding why coefficient 25044 was selected
Tag: EXPENSIVE DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 11
Unique residual values tried: 5
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 | 7.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -25044 | 8.000160 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| -4518564 | 8.000320 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4543608 | 10.000000 | -2.2.17.9 | -9.17.2.2 (-(9*79^3 + 17*79^2 + 2*79 + 2)) | No |
These are the training products that have the "EXPENSIVE DRESSES" tag (processing sequence 1324). 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 |
|---|---|---|---|---|---|---|---|
| 855 | Cinnamon | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 896 | Doom Embellished Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 929 | Freya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | HUMANS OF RIXO, RIXO DRESSES | |
| 1044 | Porter | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 937 | Giuliana -Navy | 0 | BEST DRESS | -25044 | RIXO DRESSES | ||
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | -25044 | HUMANS OF RIXO, RIXO DRESSES | ||
| 881 | Devi- Pink | 0 | COLORFUL DRESSES | -25044 | FEMININE DRESS, HUMANS OF RIXO, RIXO DRESSES | ||
| 1051 | Rosheen -Red | -25044 | BEST DRESS, COLORFUL DRESSES | -50088 | FEMININE DRESS, HUMANS OF RIXO, RIXO DRESSES | ||
| 1085 | Zadie -Spring Ink | -25044 | BEST DRESS, COLORFUL DRESSES | -50088 | FEMININE DRESS, FLORAL PATTERNS, RIXO DRESSES | ||
| 899 | Doris | -4518564 | CAMI NYC, COLORFUL DRESSES | -4543608 | MAXI DRESSES | ||
| 907 | Dua | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | -4568652 | PARTY DRESS |