Fold 1 - Understanding why coefficient -350925100 was selected
Tag: BATH AND BEAUTY
Selected Coefficient: -350925100
Taxonomy Path: -69.77.59.0.9
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -350925100 | 3.000000 | -69.77.59.0.9 | -9.0.59.77.69 (-(9*79^4 + 59*79^2 + 77*79 + 69)) | Yes | |
| -726 | 3.000000 | -15.9 | -9.15 (-(9*79 + 15)) | No | |
| 18249 | 3.000000 | 0.73.2 | 2.73.0 (2*79^2 + 73*79) | No | |
| 586904 | 3.000000 | 13.3.15.1 | 1.15.3.13 (493039 + 15*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | No |
These are the training products that have the "BATH AND BEAUTY" tag (processing sequence 4300). 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 |
|---|---|---|---|---|---|---|---|
| 17753 | Luxe Satin Sleeping Mask - Berry | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 351512004 | none | |
| 17788 | Beauty Case - Flower Bloom | 18249 | BAGS AND TOTES | 350943349 | none | ||
| 17880 | Gentlemen's Toiletry Bag | -726 | BOY OTHER, BAGS AND TOTES | 350924374 | BOY GIFT | ||
| 17773 | Make Your Own Soothing Clay Mask - Coconut Milk and Oatmeal | -350925100 | GIFTS TO MAKE | 0 | none |