Fold 2 - Understanding why coefficient 159 was selected
Tag: META-WEEKLY-24-WEEK32
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 159 | 2.012818 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 187389 | 2.012818 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
| 19198 | 2.025316 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| -374778 | 4.000000 | -2.4.60 | -60.4.2 (-(60*79^2 + 4*79 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "META-WEEKLY-24-WEEK32" tag (processing sequence 3727). 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 |
|---|---|---|---|---|---|---|---|
| 17035 | Follow Your Heart Watch Band | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 187230 | none | |
| 17311 | The path less traveled Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 19039 | none | |
| 17098 | You Can Do It Watch Band | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 17051 | Here comes the sun Bracelet | 0 | RETIRE FALL 24, HER-23 | -159 | none | ||
| 17018 | Be The Light Bracelet | -374778 | META-COLOR:BLUE, META-COLOR:BRIGHT, RETIRE FALL 24 | -374937 | none |