Fold 0 - Understanding why coefficient -986078 was selected
Tag: EMBROIDERY
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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 | 2.000004 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| 0 | 2.000004 | 0 | 0 (0) | No | |
| 1972156 | 2.000004 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| -1349 | 4.000000 | -6.17 | -17.6 (-(17*79 + 6)) | No | |
| 4937830 | 4.000000 | 14.15.1.10 | 10.1.15.14 (10*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | No |
These are the training products that have the "EMBROIDERY" tag (processing sequence 4517). 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 |
|---|---|---|---|---|---|---|---|
| 7820 | Bespoke Quilt with embroidery | 4937830 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 5923908 | none | |
| 14181 | Unisex Trucker Hat | 1972156 | HATS | 2958234 | none | ||
| 6 | Night Blue Groom Satin Slippers | 0 | SLIPPERS | 986078 | none | ||
| 20060 | Singer 114W103 and Cornely Smooth Foot Shoe 13mm - Quantity 1 | -1349 | CONSEW 104, CORNELY MACHINE | 984729 | none | ||
| 866 | Dagorda | -986078 | TOPS | 0 | none |