Fold 2 - Understanding why coefficient -2458954 was selected
Tag: PROMOTIONAL
Selected Coefficient: -2458954
Taxonomy Path: -0.0.78.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2458954 | 0.012818 | -0.0.78.4 | -4.78.0.0 (-(4*79^3 + 78*79^2)) | Yes | |
| 0 | 0.012818 | 0 | 0 (0) | No | |
| 25280 | 0.025316 | 0.4.4 | 4.4.0 (4*79^2 + 4*79) | No |
These are the training products that have the "PROMOTIONAL" tag (processing sequence 2365). 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 |
|---|---|---|---|---|---|---|---|
| 11935 | Knot Decal Variety Pack (3 pack) | 25280 | STICKERS | 2484234 | none | ||
| 3697 | Womens Zip Hoody | 0 | HOODIES | 2458954 | none | ||
| 11614 | Mens uniform Golf shorts, khaki | -2458954 | APPAREL | 0 | none |