Fold 3 - Understanding why coefficient 986078 was selected
Tag: COCONUT PALM
Selected Coefficient: 986078
Taxonomy Path: 0.0.0.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 986078 | 1.012662 | 0.0.0.2 | 2.0.0.0 (2*79^3) | Yes | |
| 0 | 1.012664 | 0 | 0 (0) | No | |
| 12014004 | 1.063291 | 0.1.29.24 | 24.29.1.0 (24*79^3 + 29*79^2 + 79) | No | |
| 992480 | 6.000000 | 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 |
These are the training products that have the "COCONUT PALM" tag (processing sequence 1020). 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 |
|---|---|---|---|---|---|---|---|
| 14009 | Coconut Grove | 12014004 | AUSTRALIAN MADE, CANVAS | 11027926 | none | ||
| 13994 | Walk in the Jungle | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | GREEN AND WHITE |
| 14046 | Island Life in Black | 986078 | AUSTRALIAN MADE | 0 | none | ||
| 14071 | Saint John Coconut Palm | 986078 | AUSTRALIAN MADE | 0 | JUNGLE | ||
| 14019 | Summer Holiday | 986078 | AUSTRALIAN MADE | 0 | none | ||
| 14012 | More Palms | 0 | AUSTRALIAN MADE | -986078 | JUNGLE | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | 0 | AUSTRALIAN MADE | -986078 | JUNGLE |