Fold 2 - Understanding why coefficient -2873596 was selected
Tag: GIFT SET
Selected Coefficient: -2873596
Taxonomy Path: -13.3.2.8
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? |
|---|---|---|---|---|---|
| -2873596 | 1.000000 | -13.3.2.8 | -8.2.3.13 (-(8*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GIFT SET" tag (processing sequence 2473). 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, BABIES, BALANCE, CRUELTY FREE, MOTHERS | 2873596 | none | ||
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -2873596 | ORGANIC, AROMATHERAPY | 0 | none |