Fold 2 - Understanding why coefficient 20236 was selected
Tag: CUTE DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 22
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? |
|---|---|---|---|---|---|
| 20236 | 14.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 15.000000 | 0 | 0 (0) | No | |
| -20236 | 18.000198 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| -3286804 | 18.000595 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | No | |
| -1099875 | 21.000000 | -14.13.5.3 | -3.5.13.14 (-(3*71^3 + 5*71^2 + 13*71 + 14)) | No | |
| -2177697 | 21.000000 | -56.70.5.6 | -6.5.70.56 (-(6*71^3 + 5*71^2 + 70*71 + 56)) | No | |
| -3307040 | 21.000000 | -2.2.17.9 | -9.17.2.2 (-(9*71^3 + 17*71^2 + 2*71 + 2)) | No |
These are the training products that have the "CUTE DRESSES" tag (processing sequence 645). 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 | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, FLORAL DRESSES, HUMANS OF RIXO | |
| 887 | Dilami | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ESSENTIEL ANTWERP | |
| 1049 | Roma | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FRAILS | |
| 896 | Doom Embellished Slip Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1002 | Lysette Maxi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1053 | Rosie Posie Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1044 | Porter | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, FLORAL DRESSES | |
| 1046 | Rania | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FLORAL PATTERNS | |
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -20236 | FLORAL DRESSES | ||
| 835 | Blakely | 0 | BEST DRESS | -20236 | FRAILS | ||
| 881 | Devi- Pink | 0 | COLORFUL DRESSES | -20236 | ELEGANT DRESSES, FLORAL DRESSES, HUMANS OF RIXO | ||
| 904 | Draco | 0 | COLORFUL DRESSES | -20236 | FLORAL DRESSES | ||
| 937 | Giuliana -Navy | 0 | BEST DRESS | -20236 | ELEGANT DRESSES | ||
| 871 | Daskur Pleated Slip Dress | 0 | COLORFUL DRESSES | -20236 | ELEGANT DRESSES, ESSENTIEL ANTWERP | ||
| 1013 | Modern Knit Mini Dress | 0 | BEST DRESS | -20236 | FIGURE FLATTERING | ||
| 1085 | Zadie -Spring Ink | -20236 | BEST DRESS, COLORFUL DRESSES | -40472 | FLORAL DRESSES, FLORAL PATTERNS, FLORAL PATTERS | ||
| 996 | Lakeside Midi | -20236 | ROSE, BEST DRESS | -40472 | TOPSFREE PEOPLE | ||
| 1051 | Rosheen -Red | -20236 | BEST DRESS, COLORFUL DRESSES | -40472 | ELEGANT DRESSES, HUMANS OF RIXO | ||
| 994 | Kristen -Navy | -1099875 | BEST DRESS, BOHEMIAN STYLE | -1120111 | ELEGANT DRESSES | ||
| 1068 | Syd | -2177697 | BROWN | -2197933 | ELEGANT DRESSES, FRAILS | ||
| 899 | Doris | -3286804 | CAMI NYC, COLORFUL DRESSES | -3307040 | ELEGANT DRESSES, FLORAL DRESSES, SILK | ||
| 875 | Delfina | -3307040 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | -3327276 | ELEGANT DRESSES, PARTY DRESS, SLIP DRESS |