Fold 3 - Understanding why coefficient 4 was selected
Tag: AGE:BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 4 | 0.000000 | 4 | 4 (4) | Baby & Toddler | Yes |
These are the training products that have the "AGE:BABY" tag (processing sequence 646). 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 |
|---|---|---|---|---|---|---|---|
| 13861 | Bamboo Footie - Chips & Guac | 4 | Baby & Toddler | none | 0 | none | |
| 13867 | Bamboo Footie - Glacier | 4 | Baby & Toddler | none | 0 | none | |
| 14031 | Bamboo Henley Shortall - Sealife | 4 | Baby & Toddler | none | 0 | none | |
| 18801 | Ruffle Footie - Forget Me Not | 4 | Baby & Toddler | none | 0 | none | |
| 18854 | Dusty Rose Flutter Short Sleeve Onesie | 4 | Baby & Toddler | none | 0 | none |