Fold 2 - Understanding why coefficient -694403658 was selected
Tag: OILY SKIN
Selected Coefficient: -694403658
Taxonomy Path: -15.12.11.23.27
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? |
|---|---|---|---|---|---|
| -694403658 | 2.000198 | -15.12.11.23.27 | -27.23.11.12.15 (-(27*71^4 + 23*71^3 + 11*71^2 + 12*71 + 15)) | Yes | |
| -539130776 | 2.000198 | -15.12.23.15.21 | -21.15.23.12.15 (-(21*71^4 + 15*71^3 + 23*71^2 + 12*71 + 15)) | No | |
| -2928893 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "OILY SKIN" tag (processing sequence 1786). 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 |
|---|---|---|---|---|---|---|---|
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | 0 | WHOLESALE, ACNE, ANTI AGING | 694403658 | none | ||
| 10042 | His Favorites | -2928893 | MEN, BUNDLE | 691474765 | RETAIL | ||
| 10085 | Purifying Gel Cleanser (Wholesale) | -539130776 | MEN, WHOLESALE, ACNE | 155272882 | none | ||
| 10083 | Skin repair gel (Wholesale) | -694403658 | MEN, WHOLESALE, ACNE | 0 | REDNESS |