Fold 0 - Understanding why coefficient 25044 was selected
Tag: DATE NIGHT
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 25044 | 2.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 93695 | 2.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 5997681 | 2.000481 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -113324078 | 4.000160 | -0.0.67.71.2 | -2.71.67.0.0 (-(2*79^4 + 71*79^3 + 67*79^2)) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 3035). 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 |
|---|---|---|---|---|---|---|---|
| 857 | Clarkson | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5972637 | COMFORT, TOPS, STYLE, CLASSIC | |
| 1035 | Paige | 93695 | Apparel & Accessories > Clothing > Skirts | none | 68651 | SUMMER COLORS, FIGURE FLATTERING, RAILS, COMFORT, STYLE, CLASSIC | |
| 1060 | Simone -Pastel | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 14424 | FLORAL SHOWER MAXI DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1013 | Modern Knit Mini Dress | 0 | CUTE DRESSES | -25044 | FIGURE FLATTERING, STYLE | ||
| 978 | Jocliea | -113324078 | TANK TOPS | -113349122 | CAMI NYC |