Fold 4 - 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: 5
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? |
|---|---|---|---|---|---|
| 1504332 | 1.000160 | 14.3.4.3 | 3.4.3.14 (3*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | Yes |
| 143794 | 1.000481 | 14.3.23 | 23.3.14 (23*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plaques | No |
| 178 | 4.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "HELLOYOUNG" tag (processing sequence 2664). 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 | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none | |
| 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 | |
| 4745 | Horse Head Metal Wall Decor, Animal Decors, Metal Wall Art,Home And Office Decor | 143794 | Home & Garden > Decor > Decorative Plaques | none | -1360538 | none | |
| 4769 | Metal Wall Art - Peace Cross - Metal Wall Art - Black | 178 | Religious & Ceremonial > Religious Items | none | -1504154 | none |