Fold 1 - Understanding why coefficient -4085608 was selected
Tag: THERMAL
Selected Coefficient: -4085608
Taxonomy Path: -16.5.12.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -4085608 | 1.000000 | -16.5.12.7 | -7.12.5.16 (-(7*83^3 + 12*83^2 + 5*83 + 16)) | Yes | |
| 6311251 | 1.000000 | 14.11.3.11 | 11.3.11.14 (11*83^3 + 3*83^2 + 11*83 + 14) | No |
These are the training products that have the "THERMAL" tag (processing sequence 5096). 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 |
|---|---|---|---|---|---|---|---|
| 30567 | KEEP CUP - HELIX KIT MIXED - 12/18OZ , 355/532ML - BLACK | 6311251 | none | 10396859 | SCHOOL, INSULATED, REUSABLE | ||
| 24645 | Hand-Knotted Chullo Red, Black, Orange. Multicolor Color. Alpaca Wool Blend Inca Culture Design. | -4085608 | SHAWL, FAIR TRADE, KNITTING | 0 | none |