Fold 3 - Understanding why coefficient 15804771525 was selected
Tag: #DRAWING
Selected Coefficient: 15804771525
Taxonomy Path: 3.2.1.2.1.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 15804771525 | 1.000000 | 3.2.1.2.1.4 | 4.1.2.1.2.3 (4*83^5 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | Yes | |
| 6990 | 2.000000 | 18.1.1 | 1.1.18 (6889 + 83 + 18) | No |
These are the training products that have the "#DRAWING" tag (processing sequence 3490). 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 |
|---|---|---|---|---|---|---|---|
| 25024 | Medium Art Sketchbook | 15804771525 | none | 0 | none | ||
| 25025 | Large Art Sketchbook | 15804771525 | none | 0 | none | ||
| 25023 | Small Pocket Sketchbook | 6990 | none | -15804764535 | KID |