Fold 3 - Understanding why coefficient 20236 was selected
Tag: EXPENSIVE DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 15
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 20236 | 10.000201 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2883524 | 10.000207 | 1.1.4.8 | 8.4.1.1 (8*71^3 + 4*71^2 + 71 + 1) | No | |
| 0 | 10.000397 | 0 | 0 (0) | No | |
| -2908657 | 10.000598 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| -403280 | 10.000598 | -0.0.9.1 | -1.9.0.0 (-(357911 + 9*71^2)) | No | |
| 3286804 | 10.000793 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 3307040 | 13.000000 | 2.2.17.9 | 9.17.2.2 (9*71^3 + 17*71^2 + 2*71 + 2) | No | |
| 3327276 | 13.000000 | 3.3.21.9 | 9.21.3.3 (9*71^3 + 21*71^2 + 3*71 + 3) | No | |
| -20236 | 14.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "EXPENSIVE DRESSES" tag (processing sequence 1129). 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 | 3327276 | ELEGANT DRESSES | 3307040 | MINI DRESSES | ||
| 929 | Freya | 3327276 | ELEGANT DRESSES | 3307040 | HUMANS OF RIXO, MIDI DRESSES, RIXO DRESSES | ||
| 937 | Giuliana -Navy | 3307040 | BEST DRESS, ELEGANT DRESSES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | MIDI DRESSES, RIXO DRESSES | |
| 881 | Devi- Pink | 3307040 | COLORFUL DRESSES, ELEGANT DRESSES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | FEMININE DRESS, HUMANS OF RIXO, MINI DRESSES, RIXO DRESSES | |
| 1051 | Rosheen -Red | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | BEST DRESS, COLORFUL DRESSES, ELEGANT DRESSES | 3266568 | FEMININE DRESS, HUMANS OF RIXO, RIXO DRESSES | |
| 871 | Daskur Pleated Slip Dress | 2883524 | COLORFUL DRESSES, ELEGANT DRESSES, ESSENTIEL ANTWERP | 2863288 | MIDI DRESSES | ||
| 899 | Doris | 20236 | Apparel & Accessories > Clothing > Dresses | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | 0 | none | |
| 896 | Doom Embellished Slip Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | MIDI DRESSES | |
| 1046 | Rania | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL PATTERNS, MIDI DRESSES | |
| 924 | Fleur | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | FEMININE DRESS | ||
| 907 | Dua | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | MIDI DRESSES | ||
| 875 | Delfina | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | FEMININE DRESS, MIDI DRESSES | ||
| 1085 | Zadie -Spring Ink | -20236 | BEST DRESS, COLORFUL DRESSES | -40472 | FEMININE DRESS, FLORAL PATTERNS, FLORAL PATTERS, MIDI DRESSES, RIXO DRESSES | ||
| 887 | Dilami | -403280 | ESSENTIEL ANTWERP | -423516 | MIDI DRESSES | ||
| 855 | Cinnamon | -2908657 | WHITE | -2928893 | MINI DRESSES |