Fold 1 - Understanding why coefficient 3585230 was selected
Tag: GALLERY
Selected Coefficient: 3585230
Taxonomy Path: 14.15.1.10
Taxonomy Name: Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 3585230 | 0.014085 | 14.15.1.10 | 10.1.15.14 (10*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | Yes |
| 51205 | 0.028169 | 14.11.10 | 10.11.14 (10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware | No |
These are the training products that have the "GALLERY" tag (processing sequence 1257). 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 |
|---|---|---|---|---|---|---|---|
| 7837 | Arlecchino Quilt | 3585230 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 0 | none | |
| 10139 | Un Giorno alle Terme Quilt | 3585230 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 0 | none | |
| 10128 | Christmas Dresden Table Runner | 51205 | Home & Garden > Kitchen & Dining > Tableware | none | -3534025 | none |