Fold 4 - Understanding why coefficient 1200 was selected
Tag: MIXOFFICEBAGS
Selected Coefficient: 1200
Taxonomy Path: 15.15
Taxonomy Name: Luggage & Bags > Laptop Bags
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 1200 | 3.012658 | 15.15 | 15.15 (15*79 + 15) | Luggage & Bags > Laptop Bags | Yes |
| 1042 | 3.037975 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "MIXOFFICEBAGS" tag (processing sequence 1748). 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 |
|---|---|---|---|---|---|---|---|
| 15600 | Bhuj Rabari Statement Office Bag | 1200 | Luggage & Bags > Laptop Bags | none | 0 | WOMEN'S OFFICE | |
| 15810 | Pithora Artistry Women's Office Bag | 1200 | Luggage & Bags > Laptop Bags | none | 0 | none | |
| 15798 | Nicobar Coral Women's Office Bag | 1200 | Luggage & Bags > Laptop Bags | none | 0 | none | |
| 15797 | Nicobar Coral Statement Office Bag | 1042 | Luggage & Bags > Tote Bags | none | -158 | WOMEN'S OFFICE | |
| 15676 | Kashmir Jhallar Women's Office Bag | 0 | OFFICE COLLECTION | -1200 | GPAYCODE | ||
| 15804 | Palolem Wave Women's Office Bag | 0 | OFFICE COLLECTION | -1200 | GPAYCODE | ||
| 15669 | Kadapa Qila Women's Office Bag | 0 | OFFICE COLLECTION | -1200 | GPAYCODE |