Fold 2 - Understanding why coefficient 237 was selected
Tag: POUCH
Selected Coefficient: 237
Taxonomy Path: 0.3
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? |
|---|---|---|---|---|---|
| 237 | 2.000000 | 0.3 | 3.0 (3*79) | Yes | |
| 15 | 2.012658 | 15 | 15 (15) | Luggage & Bags | No |
| 252 | 2.012658 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | No |
These are the training products that have the "POUCH" tag (processing sequence 2179). 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 |
|---|---|---|---|---|---|---|---|
| 4487 | OLIVE | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 15 | Luggage & Bags | POTLI |
| 3998 | CHERRI | 237 | MADE TO ORDER | 0 | POTLI | ||
| 4471 | NIMRAT Potli | 237 | MADE TO ORDER | 0 | POTLI | ||
| 4344 | KANAK | 15 | Luggage & Bags | none | -222 | POTLI |