Fold 2 - Understanding why coefficient -2970796 was selected
Tag: FINAL SALE
Selected Coefficient: -2970796
Taxonomy Path: -1.1.2.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2970796 | 2.000000 | -1.1.2.6 | -6.2.1.1 (-(6*79^3 + 2*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 3164). 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 |
|---|---|---|---|---|---|---|---|
| 10659 | Ina Blouse in Silk Houndstooth | 0 | BUTTON DOWN | 2970796 | TOPS | ||
| 10660 | Ina Blouse in Black Cupro | 0 | BUTTON DOWN | 2970796 | TOPS | ||
| 10656 | Cass Dress in Houndstooth Silk | -2970796 | DRESS | 0 | none | ||
| 10657 | Cass Dress in Black | -2970796 | DRESS | 0 | none |