Fold 3 - Understanding why coefficient 6402 was selected
Tag: MADE IN AUSTRALIA
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 15
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 | 6.000004 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 992480 | 6.000014 | 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 |
| 156792804 | 6.000014 | 3.2.1.2.4 | 4.2.1.2.3 (4*79^4 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Craft Shapes & Bases | No |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| -78905053 | 14.000000 | -11.1.3.2.2 | -2.2.3.1.11 (-(2*79^4 + 2*79^3 + 3*79^2 + 79 + 11)) | No | |
| 78911455 | 14.000000 | 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 |
These are the training products that have the "MADE IN AUSTRALIA" tag (processing sequence 2257). 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 |
|---|---|---|---|---|---|---|---|
| 14047 | Diego | 156792804 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Craft Shapes & Bases | none | 156786402 | none | |
| 13993 | Infinity Beach Shell | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 78905053 | none | |
| 13996 | Beauty | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 986078 | none | |
| 14020 | Stay for Drinks She Said | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14000 | Geisha Girl | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14009 | Coconut Grove | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | COCONUT PALM, DESIGNER ART | |
| 14042 | Inside Out Palm | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14043 | Inigma | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14048 | Desire | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14070 | Bella | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 14046 | Island Life in Black | 0 | PALM TREE | -6402 | COCONUT PALM | ||
| 14019 | Summer Holiday | 0 | PALM TREE | -6402 | COCONUT PALM | ||
| 14012 | More Palms | 0 | JUNGLE | -6402 | COCONUT PALM, DESIGNER ART | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | 0 | JUNGLE | -6402 | COCONUT PALM, DESIGNER ART | ||
| 14078 | Deconstructed Banana | -78905053 | GREEN AND WHITE | -78911455 | none |