Fold 2 - Understanding why coefficient 1042 was selected
Tag: 20.9
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1042 | 0.025316 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 1200 | 0.037975 | 15.15 | 15.15 (15*79 + 15) | Luggage & Bags > Laptop Bags | No |
These are the training products that have the "20.9" tag (processing sequence 2635). 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 |
|---|---|---|---|---|---|---|---|
| 15660 | Ikat GreRed Statement Business Bag | 1200 | Luggage & Bags > Laptop Bags | none | 158 | GPAYCODE | |
| 15799 | Odisha Ikat Conference Office Bag | 1200 | Luggage & Bags > Laptop Bags | none | 158 | GPAYCODE | |
| 15656 | Ikat GreRed Boardroom Office Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | GPAYCODE | |
| 15657 | Ikat GreRed Carry All Work Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | GPAYCODE | |
| 15658 | Ikat GreRed Classic Commute Office Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | GPAYCODE |