Fold 2 - Understanding why coefficient -986078 was selected
Tag: MADE IN AUSTRALIA
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -986078 | 5.000006 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| 0 | 5.000008 | 0 | 0 (0) | No | |
| 155800324 | 5.000008 | 0.0.0.0.4 | 4.0.0.0.0 (4*79^4) | No | |
| -992480 | 10.000000 | -3.2.1.2 | -2.1.2.3 (-(2*79^3 + 6241 + 2*79 + 3)) | No | |
| 6402 | 10.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 77918975 | 11.000000 | 11.1.3.0.2 | 2.0.3.1.11 (2*79^4 + 3*79^2 + 79 + 11) | No |
These are the training products that have the "MADE IN AUSTRALIA" tag (processing sequence 2977). 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 | 155800324 | BRITISH COLONIAL STYLE | 156786402 | BANANA LEAF, CANVAS ART | ||
| 13993 | Infinity Beach Shell | 77918975 | BRITISH COLONIAL STYLE | 78905053 | CANVAS ART | ||
| 14071 | Saint John Coconut Palm | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | BRITISH COLONIAL STYLE, DESIGNER ART | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none |
| 14000 | Geisha Girl | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | BANANA LEAF, CANVAS ART |
| 14078 | Deconstructed Banana | 0 | TROPICAL ART | 986078 | BANANA LEAF | ||
| 13996 | Beauty | 0 | BRITISH COLONIAL STYLE | 986078 | BANANA LEAF, CANVAS ART | ||
| 14043 | Inigma | -986078 | BRITISH COLONIAL STYLE | 0 | BANANA LEAF, CANVAS ART | ||
| 14048 | Desire | -986078 | BRITISH COLONIAL STYLE | 0 | none | ||
| 14009 | Coconut Grove | -986078 | CANVAS, BRITISH COLONIAL STYLE, DESIGNER ART | 0 | none | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | -986078 | COCKTAIL, BRITISH COLONIAL STYLE, DESIGNER ART | 0 | none | ||
| 14046 | Island Life in Black | -992480 | PALM TREE, BRITISH COLONIAL STYLE | -6402 | CANVAS ART | ||
| 14019 | Summer Holiday | -992480 | PALM TREE, BRITISH COLONIAL STYLE | -6402 | CANVAS ART |