Fold 1 - Understanding why coefficient -2022645 was selected
Tag: BATH AND BEAUTY
Selected Coefficient: -2022645
Taxonomy Path: -8.7.8.4
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -2022645 | 0.012658 | -8.7.8.4 | -4.8.7.8 (-(4*79^3 + 8*79^2 + 7*79 + 8)) | Yes | |
| 348622252 | 0.012658 | 71.78.6.75.8 | 8.75.6.78.71 (8*79^4 + 75*79^3 + 6*79^2 + 78*79 + 71) | No |
These are the training products that have the "BATH AND BEAUTY" tag (processing sequence 3079). 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 | 348622252 | PRICE_UNDER $20 | 350644897 | none | ||
| 17880 | Gentlemen's Toiletry Bag | -2022645 | BAGS AND TOTES, BOY GIFT | 0 | none |