Fold 4 - Understanding why coefficient -2505377 was selected
Tag: LACE
Selected Coefficient: -2505377
Taxonomy Path: -0.0.0.7
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? |
|---|---|---|---|---|---|
| -2505377 | 1.000003 | -0.0.0.7 | -7.0.0.0 (-(7*71^3)) | Yes | |
| 0 | 1.000003 | 0 | 0 (0) | No | |
| -826796 | 2.000000 | -1.1.22.2 | -2.22.1.1 (-(2*71^3 + 22*71^2 + 71 + 1)) | No |
These are the training products that have the "LACE" tag (processing sequence 2472). 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 |
|---|---|---|---|---|---|---|---|
| 124 | Lace Brief | 0 | UNDERWEAR | 2505377 | none | ||
| 9403 | LENA - MODEST | -826796 | BLUE, BLACK, SILVER, LONG SLEEVE, __TAB1:FAQ | 1678581 | none | ||
| 926 | Flower Field | -2505377 | BLACK | 0 | none |