Fold 3 - Understanding why coefficient -195249765 was selected
Tag: COURTSPORTS
Selected Coefficient: -195249765
Taxonomy Path: -1.1.1.1.5
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? |
|---|---|---|---|---|---|
| -195249765 | 2.000000 | -1.1.1.1.5 | -5.1.1.1.1 (-(5*79^4 + 493039 + 6241 + 79 + 1)) | Yes | |
| -117324559 | 2.000000 | -0.0.76.0.3 | -3.0.76.0.0 (-(3*79^4 + 76*79^2)) | No | |
| 2964555 | 2.000000 | 1.1.1.6 | 6.1.1.1 (6*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Sports Bras | No |
These are the training products that have the "COURTSPORTS" tag (processing sequence 1123). 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 |
|---|---|---|---|---|---|---|---|
| 7620 | Sleek Performance Crop - White | 2964555 | Apparel & Accessories > Clothing > Activewear > Sports Bras | none | 198214320 | STYLE-CROPS | |
| 7718 | Sports Dress - Black | -117324559 | COLOURGROUP-BLACK | 77925206 | none | ||
| 7695 | Core Pocket 5 inch Bike Short - Black | -195249765 | COLOURGROUP-BLACK, CORERANGE | 0 | none |