Fold 0 - Understanding why coefficient 1504332 was selected
Tag: HELLOYOUNG
Selected Coefficient: 1504332
Taxonomy Path: 14.3.4.3
Taxonomy Name: Home & Garden > Decor > Artwork > Sculptures & Statues
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1504332 | 0.000160 | 14.3.4.3 | 3.4.3.14 (3*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | Yes |
| 761653 | 0.000320 | 14.3.43.1 | 1.43.3.14 (493039 + 43*79^2 + 3*79 + 14) | Home & Garden > Decor > Lawn Ornaments & Garden Sculptures > Garden Sculptures | No |
These are the training products that have the "HELLOYOUNG" tag (processing sequence 2539). 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 |
|---|---|---|---|---|---|---|---|
| 4679 | Chocolate Symbol Theobromine Molecule, Metal Wall Decor, Metal Wall Art | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none | |
| 4770 | Minimalist Female Body Wire Art Decor Abstract Metal Woman Shape Wall Decor | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none | |
| 4681 | Dragon Decoration | Fairy Garden Art | Backyard Art | Tree Art | Silhouette Art | 761653 | Home & Garden > Decor > Lawn Ornaments & Garden Sculptures > Garden Sculptures | none | -742679 | none |