Fold 1 - Understanding why coefficient 514339614 was selected
Tag: ROSEMARY
Selected Coefficient: 514339614
Taxonomy Path: 2.1.16.16.13
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 514339614 | 1.000000 | 2.1.16.16.13 | 13.16.16.1.2 (13*79^4 + 16*79^3 + 16*79^2 + 79 + 2) | Yes | |
| 549177045 | 1.000000 | 13.3.68.7.14 | 14.7.68.3.13 (14*79^4 + 7*79^3 + 68*79^2 + 3*79 + 13) | No |
These are the training products that have the "ROSEMARY" tag (processing sequence 2486). 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 |
|---|---|---|---|---|---|---|---|
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 549177045 | LAVENDER, ACNE, ANTI-AGEING, AWARD WINNING, BREAK OUTS, COMBINATION SKIN, ECZEMA, ORGANIC CLEANSER | 34837431 | none | ||
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | 514339614 | LAVENDER, AWARD WINNING, LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT | 0 | none |