Fold 1 - Understanding why coefficient -1386275 was selected
Tag: GIFT SET
Selected Coefficient: -1386275
Taxonomy Path: -0.0.62.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1386275 | 0.000198 | -0.0.62.3 | -3.62.0.0 (-(3*71^3 + 62*71^2)) | Yes | |
| 0 | 0.000198 | 0 | 0 (0) | No |
These are the training products that have the "GIFT SET" tag (processing sequence 1440). 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 |
|---|---|---|---|---|---|---|---|
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC, BALANCE, BIRTH CARE | 1386275 | none | ||
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -1386275 | ORGANIC | 0 | none |