Fold 1 - Understanding why coefficient 4937830 was selected
Tag: GALLERY
Selected Coefficient: 4937830
Taxonomy Path: 14.15.1.10
Taxonomy Name: Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters
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? |
|---|---|---|---|---|---|
| 4937830 | 1.012658 | 14.15.1.10 | 10.1.15.14 (10*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | Yes |
| 63293 | 1.025316 | 14.11.10 | 10.11.14 (10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware | No |
| -1552890 | 3.000000 | -66.64.11.3 | -3.11.64.66 (-(3*79^3 + 11*79^2 + 64*79 + 66)) | No |
These are the training products that have the "GALLERY" tag (processing sequence 1476). 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 | 4937830 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 0 | none | |
| 10139 | Un Giorno alle Terme Quilt | 4937830 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 0 | none | |
| 10128 | Christmas Dresden Table Runner | 63293 | Home & Garden > Kitchen & Dining > Tableware | none | -4874537 | none | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | -1552890 | AUTUMN | -6490720 | none |