Fold 4 - Understanding why coefficient -95488429 was selected
Tag: OIL
Selected Coefficient: -95488429
Taxonomy Path: -0.0.0.1.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -95488429 | 3.000145 | -0.0.0.1.2 | -2.1.0.0.0 (-(2*83^4 + 571787)) | Yes | |
| 47885439 | 3.000290 | 0.0.62.0.1 | 1.0.62.0.0 (47458321 + 62*83^2) | No | |
| 2363189 | 3.012048 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 525534350 | 3.024096 | 13.1.9.6.11 | 11.6.9.1.13 (11*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "OIL" tag (processing sequence 4670). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 525534350 | none | 621022779 | ADRENAL | ||
| 7881 | 513 Migos | 47885439 | HORIZONTAL, PAINTING | 143373868 | none | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | 2363189 | none | 97851618 | PUBERTY | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 2363189 | DIFFUSION, FACIAL | 97851618 | HYGIENE, SKINCARE | ||
| 7870 | City Glow | -95488429 | PAINTING | 0 | none | ||
| 7872 | Suspended | -95488429 | PAINTING | 0 | none |