Fold 3 - Understanding why coefficient 27640 was selected
Tag: SUMMER STYLE
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 27640 | 3.000435 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 2369900 | 3.000435 | 1.1.12.4 | 4.12.1.1 (4*83^3 + 12*83^2 + 83 + 1) | No | |
| 2383678 | 3.000435 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | No | |
| 6951085 | 3.000435 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -103419 | 6.000000 | -1.1.15 | -15.1.1 (-(15*83^2 + 83 + 1)) | No |
These are the training products that have the "SUMMER STYLE" tag (processing sequence 3273). 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 |
|---|---|---|---|---|---|---|---|
| 27932 | Wren Dress | 6951085 | SHOWER DRESS, FITTED DRESS | 6923445 | PP_NOTMATERNITY | ||
| 27900 | Lara Linen Shorts | 2383678 | none | 2356038 | SHORTS | ||
| 27897 | Lara Straight Leg in High Standards | 2369900 | none | 2342260 | PP_NEW ARRIVAL | ||
| 27625 | Lattice Dress | 27640 | none | 0 | SLEEVELESS | ||
| 27764 | Harrie Tie Front | 0 | CAREER | -27640 | PP_NEW ARRIVAL | ||
| 27765 | Ollie Smocked Sundress | 0 | CAREER | -27640 | PP_NEW ARRIVAL | ||
| 27767 | Milan Silk Dress/Skirt | -103419 | SHOWER DRESS, MAXI DRESS, SKIRTS | -131059 | MAXI SKIRT |