Fold 4 - Understanding why coefficient 661428 was selected
Tag: OFF THE SHOULDER
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 661428 | 0.000147 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 0.000149 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 27640 | 0.000435 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "OFF THE SHOULDER" tag (processing sequence 4844). 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 |
|---|---|---|---|---|---|---|---|
| 27935 | Kelly Duet Multi Way Top-Nursing Friendly | 5235724 | none | 4574296 | REG NOT PREG, 3/4 SLEEVE, NON-MATERNITY | ||
| 404 | Off-The-Shoulder Slash Neck Casual Loose Fitting Top | 661428 | none | 0 | none | ||
| 32294 | Neon Summer off the shoulder top | 661428 | none | 0 | none | ||
| 29180 | Amanda Back Tie Dress | 27640 | none | -633788 | none |