Fold 1 - Understanding why coefficient 18819 was selected
Tag: BOY GIFT
Selected Coefficient: 18819
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
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? |
|---|---|---|---|---|---|
| 18819 | 3.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | Yes |
| 1997429 | 3.000000 | 72.3.4.4 | 4.4.3.72 (4*79^3 + 4*79^2 + 3*79 + 72) | No | |
| 2989606 | 3.000000 | 9.2.5.6 | 6.5.2.9 (6*79^3 + 5*79^2 + 2*79 + 9) | No | |
| 350924374 | 3.000000 | 54.68.59.0.9 | 9.0.59.68.54 (9*79^4 + 59*79^2 + 68*79 + 54) | No |
These are the training products that have the "BOY GIFT" tag (processing sequence 4306). 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 |
|---|---|---|---|---|---|---|---|
| 17880 | Gentlemen's Toiletry Bag | 350924374 | BOY OTHER, BAGS AND TOTES, BATH AND BEAUTY | 350905555 | none | ||
| 18094 | Heebie Jeebies Clip Circuit - Noisy Lab | 2989606 | BOY OTHER | 2970787 | TECH | ||
| 18058 | Stormtrooper Silicone Airpods Case | 1997429 | BOY OTHER | 1978610 | TECH | ||
| 18093 | Its Perfectly Normal: Changing Bodies, Growing Up, Sex, Gender, and Sexual Health | 18819 | Media > Books > Print Books | none | 0 | none |