Fold 1 - Understanding why coefficient -3266568 was selected
Tag: RIXO DRESSES
Selected Coefficient: -3266568
Taxonomy Path: -0.0.9.9
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -3266568 | 6.000198 | -0.0.9.9 | -9.9.0.0 (-(9*71^3 + 9*71^2)) | Yes | |
| 0 | 6.000198 | 0 | 0 (0) | No | |
| 20236 | 7.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 60708 | 7.000000 | 3.3.12 | 12.3.3 (12*71^2 + 3*71 + 3) | No | |
| 2822816 | 7.000000 | 69.68.62.7 | 7.62.68.69 (7*71^3 + 62*71^2 + 68*71 + 69) | No | |
| -75903346 | 7.000000 | -15.14.5.70.2 | -2.70.5.14.15 (-(2*71^4 + 70*71^3 + 5*71^2 + 14*71 + 15)) | No | |
| 3307040 | 7.000000 | 2.2.17.9 | 9.17.2.2 (9*71^3 + 17*71^2 + 2*71 + 2) | No | |
| -20236 | 7.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "RIXO DRESSES" tag (processing sequence 1995). 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 | 3307040 | BEST DRESS, ELEGANT DRESSES | 6573608 | none | ||
| 1085 | Zadie -Spring Ink | 2822816 | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS, FLORAL PATTERNS, FLORAL PATTERS, FLOWY DRESSES, LIGHT WIEHT DRESSES | 6089384 | none | ||
| 929 | Freya | 60708 | ELEGANT DRESSES, HUMANS OF RIXO, LIGHT WIEHT DRESSES | 3327276 | none | ||
| 932 | Gem -Pink Check | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, ELEGANT DRESSES, FLOWY DRESSES, HUMANS OF RIXO, LIGHT WIEHT DRESSES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none |
| 881 | Devi- Pink | 0 | COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, FLOWY DRESSES, HUMANS OF RIXO, LIGHT WIEHT DRESSES | 3266568 | none | ||
| 1051 | Rosheen -Red | -20236 | BEST DRESS, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, HUMANS OF RIXO | 3246332 | none | ||
| 935 | Georgina | -3266568 | HUMANS OF RIXO | 0 | none | ||
| 994 | Kristen -Navy | -75903346 | NAVY, BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES, FEMININE DRESS, FLOWY DRESSES, MAXI DRESSES | -72636778 | none |