Fold 4 - Understanding why coefficient -4543608 was selected
Tag: ELEGANT DRESSES
Selected Coefficient: -4543608
Taxonomy Path: -2.2.17.9
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -4543608 | 7.000000 | -2.2.17.9 | -9.17.2.2 (-(9*79^3 + 17*79^2 + 2*79 + 2)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 25044 | 8.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -4518564 | 9.000000 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -1511363 | 9.000000 | -14.13.5.3 | -3.5.13.14 (-(3*79^3 + 5*79^2 + 13*79 + 14)) | No |
These are the training products that have the "ELEGANT DRESSES" tag (processing sequence 1282). 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 |
|---|---|---|---|---|---|---|---|
| 1044 | Porter | 25044 | Apparel & Accessories > Clothing > Dresses | none | 4568652 | MINI DRESSES | |
| 929 | Freya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 4568652 | HUMANS OF RIXO, RIXO CLOTHING, RIXO DRESSES | |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | 4543608 | HUMANS OF RIXO, RIXO CLOTHING, RIXO DRESSES | ||
| 937 | Giuliana -Navy | 0 | BEST DRESS | 4543608 | RIXO DRESSES | ||
| 871 | Daskur Pleated Slip Dress | 0 | COLORFUL DRESSES | 4543608 | ESSENTIEL ANTWERP | ||
| 994 | Kristen -Navy | -1511363 | BEST DRESS, BOHEMIAN STYLE | 3032245 | RIXO DRESSES | ||
| 899 | Doris | -4518564 | CAMI NYC, COLORFUL DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 924 | Fleur | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 907 | Dua | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 875 | Delfina | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | none |