Fold 0 - Understanding why coefficient -1915987 was selected
Tag: APHRODISIAC
Selected Coefficient: -1915987
Taxonomy Path: -0.0.70.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -1915987 | 0.000320 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | Yes | |
| 0 | 0.000320 | 0 | 0 (0) | No |
These are the training products that have the "APHRODISIAC" tag (processing sequence 464). 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 |
|---|---|---|---|---|---|---|---|
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 0 | ORGANIC | 1915987 | none | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 0 | FACIAL, STRESS, ANXIETY | 1915987 | none | ||
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -1915987 | ORGANIC | 0 | none | ||
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -1915987 | ORGANIC | 0 | none |