Fold 2 - Understanding why coefficient 4937830 was selected
Tag: SOLD
Selected Coefficient: 4937830
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? |
|---|---|---|---|---|---|
| 4937830 | 1.000000 | 14.15.1.10 | 10.1.15.14 (10*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | Yes |
| 952 | 2.000000 | 4.12 | 12.4 (12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets | No |
These are the training products that have the "SOLD" tag (processing sequence 2515). 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 | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | 4937830 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 0 | none | |
| 10148 | PLAYFUL! Quilt | 952 | Baby & Toddler > Swaddling & Receiving Blankets | none | -4936878 | none |