Fold 4 - Understanding why coefficient -4340301 was selected
Tag: MINI DRESSES
Selected Coefficient: -4340301
Taxonomy Path: -0.0.9.12
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4340301 | 2.000201 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | Yes | |
| -2908657 | 2.000201 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| 0 | 2.000397 | 0 | 0 (0) | No | |
| 20236 | 4.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 40472 | 4.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "MINI DRESSES" tag (processing sequence 1678). 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 | 40472 | ELEGANT DRESSES | 4380773 | none | ||
| 922 | Firtah | 20236 | Apparel & Accessories > Clothing > Dresses | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 1082 | Wild Heart Mini Slip | 0 | FREE PEOPLE | 4340301 | none | ||
| 855 | Cinnamon | -2908657 | WHITE | 1431644 | none | ||
| 1049 | Roma | -4340301 | FRAILS | 0 | none |