Fold 0 - Understanding why coefficient 92 was selected
Tag: CHAKRA ESSENCES
Selected Coefficient: 92
Taxonomy Path: 13.1
Taxonomy Name: Health & Beauty > Health Care
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 92 | 1.000481 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | Yes |
| 99948 | 1.000641 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 99856 | 7.000000 | 0.0.16 | 16.0.0 (16*79^2) | No |
These are the training products that have the "CHAKRA ESSENCES" tag (processing sequence 2994). 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 |
|---|---|---|---|---|---|---|---|
| 19720 | Seventh Chakra Essence: Knowing | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 99856 | none | |
| 19726 | Sixth Chakra Essence: Throat | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 99856 | none | |
| 19968 | Third Chakra Essence: Interfacing | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 99856 | none | |
| 19829 | Set of Chakra Flower Essences | 99856 | FLOWER ESSENCE SETS | 99764 | FLOWER ESSENCES | ||
| 19836 | Fifth Chakra Essence: Opening | 92 | Health & Beauty > Health Care | none | 0 | none | |
| 19718 | Second Chakra Essence: Creating | 92 | Health & Beauty > Health Care | none | 0 | none | |
| 19837 | First Chakra Essence: Birth | 92 | Health & Beauty > Health Care | none | 0 | none | |
| 19893 | Ninth Chakra Essence: Fountain | 92 | Health & Beauty > Health Care | none | 0 | none |