Fold 4 - Understanding why coefficient -1777362 was selected
Tag: CRAZY TRAIN
Selected Coefficient: -1777362
Taxonomy Path: -0.0.9.3
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? |
|---|---|---|---|---|---|
| -1777362 | 1.000290 | -0.0.9.3 | -3.9.0.0 (-(3*83^3 + 9*83^2)) | Yes | |
| -592454 | 1.000290 | -0.0.3.1 | -1.3.0.0 (-(571787 + 3*83^2)) | No | |
| 1150463 | 1.000290 | 0.0.1.2 | 2.1.0.0 (2*83^3 + 6889) | No | |
| -1805002 | 3.000000 | -1.1.13.3 | -3.13.1.1 (-(3*83^3 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "CRAZY TRAIN" tag (processing sequence 6721). 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 |
|---|---|---|---|---|---|---|---|
| 32836 | Crazy Train Shoreline Shorts | 1150463 | LADIES APPAREL | 2927825 | none | ||
| 32824 | Crazy Train serape jacket | -592454 | LADIES APPAREL | 1184908 | none | ||
| 32847 | Bonita floral dress | -1777362 | LADIES DRESS, FLORAL DRESS, LADIES APPAREL | 0 | none | ||
| 32818 | Crazy Train Spark Joy Top | -1805002 | LADIES TOP, LADIES APPAREL | -27640 | none |