Fold 1 - Understanding why coefficient -996820175216 was selected
Tag: ARTIST
Selected Coefficient: -996820175216
Taxonomy Path: -9.2.66.9.5.4.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -996820175216 | 3.000000 | -9.2.66.9.5.4.3 | -3.4.5.9.66.2.9 (-(3*83^6 + 4*83^5 + 5*83^4 + 9*83^3 + 66*83^2 + 2*83 + 9)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 578859 | 3.000000 | 17.2.1.1 | 1.1.2.17 (571787 + 6889 + 2*83 + 17) | No | |
| 2920093 | 3.000000 | 70.72.8.5 | 5.8.72.70 (5*83^3 + 8*83^2 + 72*83 + 70) | No |
These are the training products that have the "ARTIST" tag (processing sequence 6676). 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 |
|---|---|---|---|---|---|---|---|
| 31257 | Dots Robe | 2920093 | NOTIFY_STOCK | 996823095309 | none | ||
| 23262 | STONED magazine #2 | 578859 | none | 996820754075 | none | ||
| 31238 | Camel Coaster Set | 0 | GIFTWRAP | 996820175216 | RETAIL | ||
| 31129 | 10-Piece Travel Set | -996820175216 | SPONGE, MAKEUP | 0 | none |