Fold 0 - Understanding why coefficient 15550 was selected
Tag: #NOT-ON-SALE
Selected Coefficient: 15550
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 15550 | 1.000198 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 40755 | 1.001587 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 162 | 9.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "#NOT-ON-SALE" tag (processing sequence 241). 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 |
|---|---|---|---|---|---|---|---|
| 8241 | High Priestess Tarot Charm Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 25205 | none | |
| 5484 | Tiger Eye Solar Plexus Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 5530 | Malachite Heart Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 5531 | Amethyst Third Eye & Crown Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 5533 | Orange Chalcedony Sacral Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 5483 | Yellow Agate Solar Plexus Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 5546 | Aventurine Heart Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 6573 | Rose Quartz Heart Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 5545 | Red Agate Root Chakra Gemstone Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 6535 | Crown Chakra Ritual Kit | 162 | Religious & Ceremonial > Religious Items | none | -15388 | none |