Fold 3 - Understanding why coefficient -1029845 was selected
Tag: MATERNITY-PHOTOSHOOT-GOWNS
Selected Coefficient: -1029845
Taxonomy Path: -1.1.7.2
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? |
|---|---|---|---|---|---|
| -1029845 | 1.000000 | -1.1.7.2 | -2.7.1.1 (-(2*79^3 + 7*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "MATERNITY-PHOTOSHOOT-GOWNS" tag (processing sequence 1206). 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 |
|---|---|---|---|---|---|---|---|
| 24057 | 2pc. Red Maternity Gown with Dupatta | 0 | SIZECHART-MATERNITY-NURSING-ETHNIC-WEAR | 1029845 | Apparel & Accessories > Clothing > Maternity Clothing > Maternity Dresses | none | |
| 23923 | 2pc. Maternity Gown with Dupatta | -1029845 | MAXI-MIDI, SIZECHART-MATERNITY-NURSING-ETHNIC-WEAR | 0 | none |