Fold 1 - Understanding why coefficient 19843 was selected
Tag: COASTAL INTERIOR
Selected Coefficient: 19843
Taxonomy Path: 14.14.3
Taxonomy Name: Home & Garden > Lighting Accessories > Lamp Shades
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 19843 | 0.000000 | 14.14.3 | 3.14.14 (3*79^2 + 14*79 + 14) | Home & Garden > Lighting Accessories > Lamp Shades | Yes |
These are the training products that have the "COASTAL INTERIOR" tag (processing sequence 1014). 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 |
|---|---|---|---|---|---|---|---|
| 10678 | Peony & Sage Pez Fish Linen Lampshade | 19843 | Home & Garden > Lighting Accessories > Lamp Shades | none | 0 | none | |
| 10680 | Peony & Sage Lobster Pot | 19843 | Home & Garden > Lighting Accessories > Lamp Shades | none | 0 | none | |
| 10743 | Peony & Sage Seagull Linen Lampshade - Navy on Stone | 19843 | Home & Garden > Lighting Accessories > Lamp Shades | none | 0 | none |