Fold 1 - Understanding why coefficient 87533 was selected
Tag: NATURAL STONE
Selected Coefficient: 87533
Taxonomy Path: 1.2.14
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hair Accessories
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 87533 | 1.000000 | 1.2.14 | 14.2.1 (14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories | Yes |
| 5486089 | 4.000000 | 13.3.10.11 | 11.10.3.13 (11*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Tool Accessories | No |
These are the training products that have the "NATURAL STONE" tag (processing sequence 1936). 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 |
|---|---|---|---|---|---|---|---|
| 18328 | DreadLab - Natural Unakite Donut Dread Beads | 5486089 | Health & Beauty > Personal Care > Hair Care > Hair Styling Tool Accessories | none | 5398556 | 7MM, FEED-GENDER-UNISEX | |
| 18318 | DreadLab - Natural Green Aventurine Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | 7MM, FEED-GENDER-UNISEX | |
| 18323 | DreadLab - Natural Brown Stone Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | 7MM, FEED-GENDER-UNISEX | |
| 18343 | DreadLab - Natural Rose Quartz Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | 7MM, FEED-GENDER-UNISEX | |
| 18383 | DreadLab - Natural Rhodochrosite Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | 7MM, FEED-GENDER-UNISEX |