Fold 3 - Understanding why coefficient -240784424 was selected
Tag: APHRODISIAC
Selected Coefficient: -240784424
Taxonomy Path: -13.1.9.6.5
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? |
|---|---|---|---|---|---|
| -240784424 | 0.012048 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| -138042 | 0.012048 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | No |
These are the training products that have the "APHRODISIAC" tag (processing sequence 4977). 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 |
|---|---|---|---|---|---|---|---|
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -138042 | SENSUALITY, GIFT SET | 240646382 | none | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | -240784424 | DIFFUSION, LIBIDO | 0 | UPLIFTING, FACE |