Fold 0 - Understanding why coefficient 6402 was selected
Tag: TROPICAL ART
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 11
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 6402 | 7.000002 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 992480 | 7.000006 | 3.2.1.2 | 2.1.2.3 (2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 78911455 | 9.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | No |
| -78905053 | 10.000000 | -11.1.3.2.2 | -2.2.3.1.11 (-(2*79^4 + 2*79^3 + 3*79^2 + 79 + 11)) | No | |
| 78905053 | 10.000000 | 11.1.3.2.2 | 2.2.3.1.11 (2*79^4 + 2*79^3 + 3*79^2 + 79 + 11) | No |
These are the training products that have the "TROPICAL ART" tag (processing sequence 2895). 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 |
|---|---|---|---|---|---|---|---|
| 14050 | Ohana, word art design | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 78905053 | none | |
| 14001 | Island, word art design | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 78905053 | none | |
| 14068 | Cocoa Nut Palm | 78905053 | CANVAS | 78898651 | none | ||
| 14011 | Beach Lunch | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 986078 | none | |
| 14064 | Blue Flower | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14010 | Holiday, word art design | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14049 | Feeling Good One Night | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14067 | Le Coconut | 0 | PALM TREE ART | -6402 | none | ||
| 14066 | Le Flower | 0 | PALM TREE ART | -6402 | FLOWER | ||
| 14088 | Backyard Banana | 0 | GREEN AND WHITE | -6402 | none | ||
| 14078 | Deconstructed Banana | -78905053 | GREEN AND WHITE | -78911455 | none |