Fold 2 - Understanding why coefficient 845 was selected
Tag: COMPLEMENTOS
Selected Coefficient: 845
Taxonomy Path: 15.10
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 845 | 4.024096 | 15.10 | 10.15 (10*83 + 15) | Yes | |
| 1094 | 4.048193 | 15.13 | 13.15 (13*83 + 15) | No | |
| 0 | 6.012048 | 0 | 0 (0) | No | |
| -249 | 6.036145 | -0.3 | -3.0 (-(3*83)) | No |
These are the training products that have the "COMPLEMENTOS" tag (processing sequence 4464). 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 |
|---|---|---|---|---|---|---|---|
| 25003 | Bolso | 1094 | none | 249 | none | ||
| 25033 | Bolso | 1094 | none | 249 | AZULES | ||
| 25034 | Bolso | 845 | none | 0 | none | ||
| 25026 | Bolso | 845 | none | 0 | none | ||
| 25027 | Bolso | 845 | none | 0 | NEGRAS | ||
| 25032 | Bolso | 845 | none | 0 | AZULES | ||
| 25006 | Bolso | 0 | VERDES | -845 | NEGRAS | ||
| 25007 | Bolso | 0 | VERDES | -845 | NEGRAS | ||
| 25001 | Bolso | 0 | VERDES | -845 | AZULES | ||
| 25002 | Bolso | -249 | VERDES | -1094 | none |