Fold 4 - Understanding why coefficient 1743180 was selected
Tag: HELLOYOUNG
Selected Coefficient: 1743180
Taxonomy Path: 14.3.4.3
Taxonomy Name: Home & Garden > Decor > Artwork > Sculptures & Statues
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1743180 | 1.000290 | 14.3.4.3 | 3.4.3.14 (3*83^3 + 4*83^2 + 3*83 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | Yes |
| 158710 | 1.000435 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | No | |
| 868277 | 1.000435 | 14.3.43.1 | 1.43.3.14 (571787 + 43*83^2 + 3*83 + 14) | No | |
| 186 | 4.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "HELLOYOUNG" tag (processing sequence 5633). 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 |
|---|---|---|---|---|---|---|---|
| 4678 | Blommor Wall Decoration,Spring Flowers Set,Metal Wall Art,Flower Wall Decoration | 1743180 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none | |
| 4770 | Minimalist Female Body Wire Art Decor Abstract Metal Woman Shape Wall Decor | 1743180 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none | |
| 4681 | Dragon Decoration | Fairy Garden Art | Backyard Art | Tree Art | Silhouette Art | 868277 | none | -874903 | none | ||
| 4745 | Horse Head Metal Wall Decor, Animal Decors, Metal Wall Art,Home And Office Decor | 158710 | none | -1584470 | none | ||
| 4769 | Metal Wall Art - Peace Cross - Metal Wall Art - Black | 186 | none | -1742994 | none |