Fold 1 - Understanding why coefficient -25044 was selected
Tag: VINTAGE DRESS
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 3
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 | 4.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 25044 | 6.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "VINTAGE DRESS" tag (processing sequence 459). 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 |
|---|---|---|---|---|---|---|---|
| 13274 | Basic Striped long Sleeves Mini Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | MINI DRESS, COTTON TSHIRT |
| 13267 | 3 Quarter Lantern Sleeve Multicolored Skater Mini Dress | 0 | SEMI FORMAL DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | SUMMER DRESS | |
| 13268 | 3 Quarter Sleeve 3 step Skater Mini Dress | 0 | SEMI FORMAL DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | SUMMER DRESS | |
| 13243 | Duchess Soft Satin Boubou | 0 | SEMI FORMAL DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | MAXI DRESS | |
| 13281 | Blue Long Sleeves Bodycon Midi Dress with Long back zipper | -25044 | MIDI DRESS, SEMI FORMAL DRESS | 0 | none | ||
| 13293 | Midi Denim Long Sleeves Shirt Dress | -25044 | MIDI DRESS, SEMI FORMAL DRESS | 0 | none | ||
| 13294 | Midi Denim Short Sleeves Shirt Dress | -25044 | MIDI DRESS, SEMI FORMAL DRESS | 0 | none |