Fold 2 - Understanding why coefficient -2177697 was selected
Tag: FRAILS
Selected Coefficient: -2177697
Taxonomy Path: -56.70.5.6
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? |
|---|---|---|---|---|---|
| -2177697 | 4.000000 | -56.70.5.6 | -6.5.70.56 (-(6*71^3 + 5*71^2 + 70*71 + 56)) | Yes | |
| -20236 | 4.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 4360522 | 4.000000 | 57.0.13.12 | 12.13.0.57 (12*71^3 + 13*71^2 + 57) | No | |
| 4360537 | 4.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "FRAILS" tag (processing sequence 773). 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 |
|---|---|---|---|---|---|---|---|
| 1007 | Marie | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 6538234 | none | |
| 1089 | Zoey | 4360522 | GOLD | 6538219 | none | ||
| 1049 | Roma | 0 | CUTE DRESSES | 2177697 | none | ||
| 835 | Blakely | -20236 | BEST DRESS, CUTE DRESSES | 2157461 | none | ||
| 1068 | Syd | -2177697 | BROWN, CUTE DRESSES, ELEGANT DRESSES | 0 | none |