Fold 4 - Understanding why coefficient -1916080 was selected
Tag: SLEEP
Selected Coefficient: -1916080
Taxonomy Path: -14.1.70.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1916080 | 2.000000 | -14.1.70.3 | -3.70.1.14 (-(3*79^3 + 70*79^2 + 79 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 40079951 | 2.000000 | 12.3.23.2.1 | 1.2.23.3.12 (38950081 + 2*79^3 + 23*79^2 + 3*79 + 12) | No |
These are the training products that have the "SLEEP" tag (processing sequence 3170). 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 |
|---|---|---|---|---|---|---|---|
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 40079951 | BEDROOM, PERSONAL CARE | 41996031 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 0 | ORGANIC, BABIES | 1916080 | none | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | -1916080 | OIL, FACIAL, HYGIENE, BALANCE, BATHROOM, DIFFUSION, UPLIFTING | 0 | none |