Fold 0 - Understanding why coefficient -125070 was selected
Tag: ITCHY SKIN
Selected Coefficient: -125070
Taxonomy Path: -13.3.20
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -125070 | 1.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | Yes | |
| 822882420 | 2.000000 | 13.4.0.10.21 | 21.10.0.4.13 (21*79^4 + 10*79^3 + 4*79 + 13) | No |
These are the training products that have the "ITCHY SKIN" tag (processing sequence 1811). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 822882420 | STRESS, ACNE, BREAK OUTS, CALM | 823007490 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | -125070 | STRESS, AWARD WINNING | 0 | none | ||
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | -125070 | STRESS, AWARD WINNING | 0 | none |