Fold 0 - Understanding why coefficient 1915987 was selected
Tag: ORGANIC CLEANSER
Selected Coefficient: 1915987
Taxonomy Path: 0.0.70.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1915987 | 1.000160 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 499455 | 3.000000 | 17.2.1.1 | 1.1.2.17 (493039 + 6241 + 2*79 + 17) | Media > Magazines & Newspapers > Magazines > Consumer Magazines | No |
These are the training products that have the "ORGANIC CLEANSER" tag (processing sequence 3197). 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 |
|---|---|---|---|---|---|---|---|
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 1915987 | SHOWER | 0 | none | ||
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 1915987 | SHOWER | 0 | GIFT UNDER £30 | ||
| 13668 | Essential Magazine - July 2018 | 499455 | Media > Magazines & Newspapers > Magazines > Consumer Magazines | none | -1416532 | none | |
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 0 | SKINCARE SET | -1915987 | DRY MATURE SKIN, PROBLEM SKIN, ROSEMARY |