Fold 3 - Understanding why coefficient 96088035 was selected
Tag: PHOTO
Selected Coefficient: 96088035
Taxonomy Path: 14.3.4.2.2
Taxonomy Name: Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints
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? |
|---|---|---|---|---|---|
| 96088035 | 3.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*83^4 + 2*83^3 + 4*83^2 + 3*83 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | Yes |
| -441159 | 4.000000 | -14.3.64 | -64.3.14 (-(64*83^2 + 3*83 + 14)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6379298 | 4.000000 | 1.1.13.11 | 11.13.1.1 (11*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "PHOTO" tag (processing sequence 5700). 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 |
|---|---|---|---|---|---|---|---|
| 10921 | Burnt Orange Road | 96088035 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | TERRACOTTA | |
| 10935 | Pink Pillars | 96088035 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | TERRACOTTA | |
| 14327 | Longsleeve Val - RUST | 6379298 | none | -89708737 | 2022 | ||
| 1905 | Book Castle Green | 0 | BOOK | -96088035 | none | ||
| 27623 | Sam Sparkle Dress | -441159 | HOLIDAY DRESS, TEXTURED | -96529194 | none |