Fold 4 - Understanding why coefficient 3994400 was selected
Tag: RIXO DRESSES
Selected Coefficient: 3994400
Taxonomy Path: 2.2.8.8
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 3994400 | 5.000160 | 2.2.8.8 | 8.8.2.2 (8*79^3 + 8*79^2 + 2*79 + 2) | Yes | |
| 4543608 | 5.000160 | 2.2.17.9 | 9.17.2.2 (9*79^3 + 17*79^2 + 2*79 + 2) | No | |
| -50088 | 6.000000 | -2.2.8 | -8.2.2 (-(8*79^2 + 2*79 + 2)) | No | |
| -574252 | 6.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| 3969356 | 6.000000 | 1.1.4.8 | 8.4.1.1 (8*79^3 + 4*79^2 + 79 + 1) | No | |
| 3032245 | 6.000000 | 67.67.11.6 | 6.11.67.67 (6*79^3 + 11*79^2 + 67*79 + 67) | No | |
| -549208 | 6.000000 | -0.0.9.1 | -1.9.0.0 (-(493039 + 9*79^2)) | No |
These are the training products that have the "RIXO DRESSES" tag (processing sequence 2470). 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 |
|---|---|---|---|---|---|---|---|
| 937 | Giuliana -Navy | 4543608 | BEST DRESS, ELEGANT DRESSES | 549208 | none | ||
| 929 | Freya | 3994400 | ELEGANT DRESSES, HUMANS OF RIXO, RIXO CLOTHING | 0 | none | ||
| 932 | Gem -Pink Check | 3969356 | COLORFUL DRESSES, ELEGANT DRESSES, HUMANS OF RIXO, RIXO CLOTHING | -25044 | none | ||
| 994 | Kristen -Navy | 3032245 | BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES | -962155 | none | ||
| 1085 | Zadie -Spring Ink | -50088 | BEST DRESS, COLORFUL DRESSES, FLORAL PATTERNS, FLORAL PATTERS | -4044488 | none | ||
| 935 | Georgina | -549208 | HUMANS OF RIXO, RIXO CLOTHING | -4543608 | none | ||
| 861 | Corrine Multi | -574252 | FLORAL PATTERNS, FLORAL PATTERS, HUMANS OF RIXO, RIXO CLOTHING | -4568652 | none |