Fold 1 - Understanding why coefficient -664416494 was selected
Tag: ORGANIC CLEANSER
Selected Coefficient: -664416494
Taxonomy Path: -0.0.0.0.14
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -664416494 | 1.000145 | -0.0.0.0.14 | -14.0.0.0.0 (-(14*83^4)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| 2225147 | 1.000290 | 0.0.74.3 | 3.74.0.0 (3*83^3 + 74*83^2) | No | |
| -716456079 | 3.000000 | -79.0.1.8.15 | -15.8.1.0.79 (-(15*83^4 + 8*83^3 + 6889 + 79)) | No |
These are the training products that have the "ORGANIC CLEANSER" tag (processing sequence 6739). 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 |
|---|---|---|---|---|---|---|---|
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 2225147 | SHOWER | 666641641 | none | ||
| 13714 | Best Sellers Capsule Set | 0 | SKINCARE SET | 664416494 | none | ||
| 13676 | Apricot Geranium Facial Cleansing Bar | -664416494 | DRY MATURE SKIN | 0 | none | ||
| 13668 | Essential Magazine - July 2018 | -716456079 | COMBINATION SKIN | -52039585 | none |