Fold 2 - Understanding why coefficient 27640 was selected
Tag: SUMMER DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 27640 | 5.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 0 | 5.000145 | 0 | 0 (0) | No | |
| 633788 | 5.000290 | 0.0.9.1 | 1.9.0.0 (571787 + 9*83^2) | No | |
| -27640 | 6.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "SUMMER DRESS" tag (processing sequence 2951). 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 |
|---|---|---|---|---|---|---|---|
| 32981 | Floral V Neck Top | 633788 | DRESSES | 606148 | SPRING DRESS, SUMMER TOP, SPRING TOP | ||
| 31408 | Charli Linen Dress | Forest - Gray Label | 27640 | none | 0 | none | ||
| 13267 | 3 Quarter Lantern Sleeve Multicolored Skater Mini Dress | 27640 | none | 0 | none | ||
| 32952 | Basic Sleeveless Dress - Black | 27640 | none | 0 | SPRING DRESS | ||
| 31552 | Camilla- Plunge Neck Mini Dress | 0 | MINI DRESS | -27640 | none | ||
| 27913 | The Body Rib Unitard | 0 | JUMPSUITS | -27640 | none | ||
| 31482 | Cleo Dress - Green | Gray Label | -27640 | DRESSES, MAXI DRESS | -55280 | none | ||
| 31481 | Cleo Dress - Black | Gray Label | -27640 | DRESSES, MAXI DRESS | -55280 | none |