Fold 0 - Understanding why coefficient -117842642 was selected
Tag: COLOUR-BLACK
Selected Coefficient: -117842642
Taxonomy Path: -1.1.1.2.3
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? |
|---|---|---|---|---|---|
| -117842642 | 2.000000 | -1.1.1.2.3 | -3.2.1.1.1 (-(3*79^4 + 2*79^3 + 6241 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 5997681 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "COLOUR-BLACK" tag (processing sequence 4058). 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 |
|---|---|---|---|---|---|---|---|
| 7653 | Classic Sweater - Black | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 123840323 | none | |
| 7695 | Core Pocket 5 inch Bike Short - Black | 0 | LENGTH-BIKE SHORTS, PLAY, COURTSPORTS | 117842642 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | none | |
| 7644 | Classic T-Shirt - Black | -117842642 | LENGTH-SHORT SLEEVE, STYLE-TOPS | 0 | none |