Fold 3 - Understanding why coefficient 159 was selected
Tag: BIS-HIDDEN
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 159 | 1.012818 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 193630 | 1.012818 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| -148993 | 1.025316 | -78.68.23 | -23.68.78 (-(23*79^2 + 68*79 + 78)) | No | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "BIS-HIDDEN" tag (processing sequence 4315). 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 |
|---|---|---|---|---|---|---|---|
| 16978 | Elephant Charm | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 193471 | none | |
| 17138 | Seahorse Charm | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 17267 | Rubber Ducky Goldies | 5 | Bundles | none | -154 | none | |
| 17262 | One and only Bracelet | -148993 | HER-23 | -149152 | none |