Fold 2 - Understanding why coefficient -6063 was selected
Tag: HEALING
Selected Coefficient: -6063
Taxonomy Path: -59.76
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? |
|---|---|---|---|---|---|
| -6063 | 2.000160 | -59.76 | -76.59 (-(76*79 + 59)) | Yes | |
| 178 | 2.000160 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 37941 | 3.000000 | 21.6.6 | 6.6.21 (6*79^2 + 6*79 + 21) | Services > Personal Services > Fitness & Wellness | No |
These are the training products that have the "HEALING" tag (processing sequence 3184). 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 |
|---|---|---|---|---|---|---|---|
| 17180 | Mala Making Ceremony | 37941 | Services > Personal Services > Fitness & Wellness | none | 44004 | WELLNESS | |
| 10876 | Space Cleansing Smudging & Crystal Starter Kit Mini | 178 | Religious & Ceremonial > Religious Items | none | 6241 | none | |
| 14108 | St Agatha Chaplet, Patron Saint of Breast Cancer Prayer Beads | 0 | 51 | 6063 | none | ||
| 9990 | Homemade Natural Mala Necklace | -6063 | BEADS, QUARTZ | 0 | WELLNESS |