Fold 3 - Understanding why coefficient -4320065 was selected
Tag: MINI DRESSES
Selected Coefficient: -4320065
Taxonomy Path: -70.69.4.12
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -4320065 | 4.000198 | -70.69.4.12 | -12.4.69.70 (-(12*71^3 + 4*71^2 + 69*71 + 70)) | Yes | |
| 0 | 4.000198 | 0 | 0 (0) | No | |
| 2928893 | 4.000198 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 6175225 | 4.000198 | 0.0.18.17 | 17.18.0.0 (17*71^3 + 18*71^2) | No | |
| -2928893 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 3307040 | 5.000000 | 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 "MINI DRESSES" tag (processing sequence 1691). 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 |
|---|---|---|---|---|---|---|---|
| 881 | Devi- Pink | 6175225 | COLORFUL DRESSES, ELEGANT DRESSES, EXPENSIVE DRESSES, FEMININE DRESS, HUMANS OF RIXO | 10495290 | RIXO DRESSES | ||
| 1044 | Porter | 3307040 | ELEGANT DRESSES, EXPENSIVE DRESSES | 7627105 | none | ||
| 1082 | Wild Heart Mini Slip | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | FEMININE DRESS | 7248958 | none | |
| 922 | Firtah | 0 | ORANGE, FEMININE DRESS | 4320065 | none | ||
| 855 | Cinnamon | -2928893 | WHITE, EXPENSIVE DRESSES | 1391172 | none | ||
| 1049 | Roma | -4320065 | FRAILS, MIDI DRESSES | 0 | none |