Fold 1 - Understanding why coefficient -43687 was selected
Tag: 11.5 WOMENS
Selected Coefficient: -43687
Taxonomy Path: -0.0.7
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? |
|---|---|---|---|---|---|
| -43687 | 1.012818 | -0.0.7 | -7.0.0 (-(7*79^2)) | Yes | |
| 6241 | 1.012818 | 0.0.1 | 1.0.0 (6241) | No | |
| -1584661 | 1.025316 | -0.72.16.3 | -3.16.72.0 (-(3*79^3 + 16*79^2 + 72*79)) | No | |
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 228). 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 |
|---|---|---|---|---|---|---|---|
| 12047 | Women's Del Marina by Skuze Shoes | 6241 | GREY | 49928 | BEIGE | ||
| 12045 | Women's Milano by Skuze Shoes | -43687 | GREY | 0 | none | ||
| 12044 | Women's Soho by Skuze Shoes | -1584661 | CHARCOAL | -1540974 | none | ||
| 12046 | Women's Miami by Skuze Shoes | -5997681 | GREY, BLUE | -5953994 | none |