Fold 4 - Understanding why coefficient 159 was selected
Tag: UNDER $15
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 | 2.000160 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 199871 | 2.000160 | 1.2.32 | 32.2.1 (32*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | No |
| 6811 | 3.000000 | 17.7.1 | 1.7.17 (6241 + 7*79 + 17) | Media > Videos > Blu-ray | No |
| 191835858 | 3.000000 | 0.0.7.73.4 | 4.73.7.0.0 (4*79^4 + 73*79^3 + 7*79^2) | No |
These are the training products that have the "UNDER $15" tag (processing sequence 4387). 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 |
|---|---|---|---|---|---|---|---|
| 18249 | Trekkie Sketch Mug with Colored Interior | 191835858 | GIFT IDEAS | 191835699 | none | ||
| 18271 | LLAP Face Masks | 199871 | Apparel & Accessories > Clothing Accessories > Fashion Face Masks | none | 199712 | none | |
| 18241 | Remembering Leonard Nimoy - Blu-ray Edition | 6811 | Media > Videos > Blu-ray | none | 6652 | none | |
| 18277 | Live Long and Prosper Metal Keychain | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none |