Fold 4 - Understanding why coefficient 25044 was selected
Tag: HUMANS OF RIXO
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 8
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 | 5.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 93695 | 5.000320 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 574252 | 5.000320 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 6.000160 | 0 | 0 (0) | No | |
| 549208 | 6.000160 | 0.0.9.1 | 1.9.0.0 (493039 + 9*79^2) | No | |
| 4568652 | 7.000000 | 3.3.21.9 | 9.21.3.3 (9*79^3 + 21*79^2 + 3*79 + 3) | No | |
| 4543608 | 7.000000 | 2.2.17.9 | 9.17.2.2 (9*79^3 + 17*79^2 + 2*79 + 2) | No | |
| -5997681 | 7.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "HUMANS OF RIXO" tag (processing sequence 1715). 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 |
|---|---|---|---|---|---|---|---|
| 929 | Freya | 4568652 | ELEGANT DRESSES | 4543608 | RIXO CLOTHING, RIXO DRESSES | ||
| 932 | Gem -Pink Check | 4543608 | COLORFUL DRESSES, ELEGANT DRESSES | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | RIXO CLOTHING, RIXO DRESSES | |
| 834 | Bina -Red | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | RIXO CLOTHING | |
| 840 | Bridgette - Blue | 549208 | FLORAL PATTERNS, FLORAL PATTERS | 524164 | RIXO CLOTHING | ||
| 1045 | Preslee -Blue | 93695 | Apparel & Accessories > Clothing > Skirts | none | 68651 | MIDI SKIRTS, RIXO CLOTHING | |
| 935 | Georgina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | RIXO CLOTHING, RIXO DRESSES | |
| 861 | Corrine Multi | 0 | FLORAL PATTERNS, FLORAL PATTERS | -25044 | RIXO CLOTHING, RIXO DRESSES | ||
| 1060 | Simone -Pastel | -5997681 | CASUAL, FLATTERING | -6022725 | none |