Fold 4 - Understanding why coefficient -5010683 was selected
Tag: GLOVES
Selected Coefficient: -5010683
Taxonomy Path: -0.70.70.13
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -5010683 | 1.000000 | -0.70.70.13 | -13.70.70.0 (-(13*71^3 + 70*71^2 + 70*71)) | Yes | |
| 65676 | 1.000000 | 1.2.13 | 13.2.1 (13*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | No |
These are the training products that have the "GLOVES" tag (processing sequence 797). 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 |
|---|---|---|---|---|---|---|---|
| 5312 | 78 Motor Co - Speed Glove - Signet Red | 65676 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none |
| 5722 | Timberland Magic Gloves With Touchscreen Technology, Cameo Rose | -5010683 | CLOTHING | 0 | none |