Fold 4 - Understanding why coefficient -5997681 was selected
Tag: 11.5 WOMENS
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -5997681 | 1.012658 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -550368353 | 1.025316 | -1.73.21.10.14 | -14.10.21.73.1 (-(14*79^4 + 10*79^3 + 21*79^2 + 73*79 + 1)) | No | |
| -43687 | 3.000000 | -0.0.7 | -7.0.0 (-(7*79^2)) | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 243). 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 |
|---|---|---|---|---|---|---|---|
| 12045 | Women's Milano by Skuze Shoes | -43687 | WHITE, GREY | 5953994 | Apparel & Accessories > Clothing > Lingerie > Women's Undershirts | none | |
| 12039 | Women's Venice by Skuze Shoes | -5997681 | WHITE, GREY, BLUE | 0 | none | ||
| 12046 | Women's Miami by Skuze Shoes | -5997681 | WHITE, GREY, BLUE | 0 | none | ||
| 12044 | Women's Soho by Skuze Shoes | -550368353 | WHITE, CHARCOAL | -544370672 | none |