Fold 3 - Understanding why coefficient -942312 was selected
Tag: DELICATE
Selected Coefficient: -942312
Taxonomy Path: -0.78.71.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -942312 | 2.000000 | -0.78.71.1 | -1.71.78.0 (-(493039 + 71*79^2 + 78*79)) | Yes | |
| 986324 | 2.000000 | 9.3.0.2 | 2.0.3.9 (2*79^3 + 3*79 + 9) | No | |
| 4863088 | 2.000000 | 6.17.68.9 | 9.68.17.6 (9*79^3 + 68*79^2 + 17*79 + 6) | No |
These are the training products that have the "DELICATE" tag (processing sequence 3655). 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 |
|---|---|---|---|---|---|---|---|
| 20167 | Umbrella Rubber and Foot for Singer 114W103 and Cornely Chainstitch Machines | 4863088 | SATIN | 5805400 | none | ||
| 2776 | Dark Chocolate Bars with Cocoa Nibs | 986324 | CHOCOEVE | 1928636 | none | ||
| 2777 | Pili Nut Clusters | -942312 | DARK CHOCOLATE, CHOCOEVE | 0 | none |