Fold 1 - Understanding why coefficient 574252 was selected
Tag: RAILS
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 574252 | 1.000162 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 5997681 | 1.000162 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 2047128 | 1.000320 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 68651 | 3.000000 | 0.0.11 | 11.0.0 (11*79^2) | No |
These are the training products that have the "RAILS" tag (processing sequence 2396). 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 |
|---|---|---|---|---|---|---|---|
| 910 | Edina Skirt | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | MIDI SKIRTS | 5423429 | none | |
| 1072 | The Sunset - Distress | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | 1472876 | none | |
| 971 | Mara Patchwork | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1035 | Paige | 68651 | CASUAL, BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING | -505601 | RETRO, STYLE, SUMMER COLORS |