Fold 0 - Understanding why coefficient -25044 was selected
Tag: MIDI DRESS
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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 | 4.000320 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| -4025525 | 4.000322 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -574252 | 4.000322 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -549208 | 5.000320 | -0.0.9.1 | -1.9.0.0 (-(493039 + 9*79^2)) | No | |
| 25044 | 7.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "MIDI DRESS" tag (processing sequence 2068). 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 |
|---|---|---|---|---|---|---|---|
| 13281 | Blue Long Sleeves Bodycon Midi Dress with Long back zipper | 25044 | Apparel & Accessories > Clothing > Dresses | none | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | none |
| 13293 | Midi Denim Long Sleeves Shirt Dress | 0 | COTTON DRESS SHIRT | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 13294 | Midi Denim Short Sleeves Shirt Dress | 0 | COTTON DRESS SHIRT | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 9597 | Deep Roots Black Floral Print Dress | -25044 | 2023LAUNCH, FLORAL DRESS, LADIES DRESS | 0 | none | ||
| 9598 | Forward Thinking Print Ivory Dress | -25044 | 2023LAUNCH, FLORAL DRESS, LADIES DRESS | 0 | none | ||
| 876 | Delvine | -549208 | ESSENTIEL ANTWERP | -524164 | none | ||
| 846 | Capri Slit Midi Dress | -574252 | COTTON CITIZEN, LONG SLEEVES | -549208 | ORGANIC COTTON | ||
| 9776 | New Revival Navy Floral Midi Dress | -4025525 | 2023LAUNCH, DRESSES | -4000481 | none |