Fold 1 - Understanding why coefficient -505771 was selected
Tag: RELAXED & CLEAR
Selected Coefficient: -505771
Taxonomy Path: -13.3.2.1
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? |
|---|---|---|---|---|---|
| -505771 | 2.000000 | -13.3.2.1 | -1.2.3.13 (-(493039 + 2*79^2 + 3*79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 178 | 3.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "RELAXED & CLEAR" tag (processing sequence 3187). 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 |
|---|---|---|---|---|---|---|---|
| 6535 | Crown Chakra Ritual Kit | 178 | Religious & Ceremonial > Religious Items | none | 505949 | none | |
| 8249 | Chakra Healing Lotion Number 7 | 0 | ALKEMIE | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | |
| 8242 | Chakra Healing Lotion Candle Number 6 | -505771 | CHAKRA 6, ALKEMIE | 0 | VERISHOP | ||
| 8250 | Chakra Healing Lotion Number 6 | -505771 | CHAKRA 6, ALKEMIE | 0 | none |