Fold 1 - Understanding why coefficient 26086606 was selected
Tag: ANTI AGING
Selected Coefficient: 26086606
Taxonomy Path: 70.62.62.1.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 26086606 | 1.000000 | 70.62.62.1.1 | 1.1.62.62.70 (25411681 + 357911 + 62*71^2 + 62*71 + 70) | Yes | |
| 127733330 | 1.000000 | 70.62.62.1.5 | 5.1.62.62.70 (5*71^4 + 357911 + 62*71^2 + 62*71 + 70) | No | |
| -180438349 | 4.000000 | -14.11.10.7.7 | -7.7.10.11.14 (-(7*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14)) | No |
These are the training products that have the "ANTI AGING" tag (processing sequence 423). 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 |
|---|---|---|---|---|---|---|---|
| 10084 | Rejuvenating eye balm (Wholesale) | 127733330 | WHOLESALE | 101646724 | none | ||
| 10086 | Tightening eye gel (Wholesale) | 127733330 | WHOLESALE | 101646724 | VISIBLE_ON_DATAFEED | ||
| 10081 | Protective Day Cream SPF 23 Backbar (Wholesale) | 26086606 | WHOLESALE | 0 | none | ||
| 10082 | Protective Day Cream SPF 23 (Wholesale) | 26086606 | WHOLESALE | 0 | VISIBLE_ON_DATAFEED | ||
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | -180438349 | WHOLESALE, ACNE | -206524955 | none |