Fold 2 - Understanding why coefficient -27640 was selected
Tag: CAREER/PROFESSIONAL
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 18
Unique residual values tried: 12
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 | 11.000581 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| -6372409 | 11.000726 | -1.1.12.11 | -11.12.1.1 (-(11*83^3 + 12*83^2 + 83 + 1)) | No | |
| -523846533 | 11.000871 | -1.1.13.3.11 | -11.3.13.1.1 (-(11*83^4 + 3*83^3 + 13*83^2 + 83 + 1)) | No | |
| -103419 | 11.000871 | -1.1.15 | -15.1.1 (-(15*83^2 + 83 + 1)) | No | |
| 0 | 12.000292 | 0 | 0 (0) | No | |
| -3430722 | 12.000296 | -0.0.0.6 | -6.0.0.0 (-(6*83^3)) | No | |
| 1164241 | 12.000726 | 0.0.3.2 | 2.3.0.0 (2*83^3 + 3*83^2) | No | |
| -5208084 | 12.000726 | -0.0.9.9 | -9.9.0.0 (-(9*83^3 + 9*83^2)) | No | |
| 1191881 | 15.000145 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | No | |
| 27640 | 15.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| -5263364 | 17.000000 | -2.2.17.9 | -9.17.2.2 (-(9*83^3 + 17*83^2 + 2*83 + 2)) | No | |
| -158699 | 17.000000 | -3.3.23 | -23.3.3 (-(23*83^2 + 3*83 + 3)) | No |
These are the training products that have the "CAREER/PROFESSIONAL" tag (processing sequence 4425). 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 |
|---|---|---|---|---|---|---|---|
| 27945 | Nora | 1191881 | none | 1219521 | WORK DRESS | ||
| 27939 | Valerie Knit Dress | 1191881 | none | 1219521 | none | ||
| 27915 | Samantha Scoop Dress | 1164241 | PHOTOSHOOTFAB | 1191881 | none | ||
| 27892 | Chloe Knit Dress | 27640 | none | 55280 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | WORK DRESS | |
| 27903 | Tess Jumpsuit (Nursing Friendly) | 0 | PUMPING | 27640 | WORK DRESS | ||
| 27922 | Sam Dress | 0 | PHOTOSHOOTFAB | 27640 | none | ||
| 27924 | T-Neck Textured | 0 | TEE | 27640 | TURTLENECK, NON-MATERNITY | ||
| 27917 | Eloise Dress | -27640 | EVENING DRESS, MAXI DRESS | 0 | none | ||
| 27907 | Gloria (Nuirsing) | -27640 | EVENING DRESS, HOLIDAY DRESS | 0 | WORK DRESS | ||
| 27774 | Marcelle (nursing friendly) | -27640 | EVENING DRESS, MAXI DRESS | 0 | none | ||
| 27766 | Milan Silk Dress/Skirt | -103419 | MAXI DRESS, SKIRTS | -75779 | MAXI SKIRT | ||
| 27767 | Milan Silk Dress/Skirt | -158699 | SUMMER STYLE, PHOTOSHOOTFAB, MAXI DRESS, SKIRTS | -131059 | MAXI SKIRT | ||
| 27927 | Diamont V- Neck Top | -3430722 | TEE | -3403082 | V-NECK, NON-MATERNITY | ||
| 27894 | Wave Dress/Tunic | -5208084 | SLEEVELESS | -5180444 | none | ||
| 27625 | Lattice Dress | -5263364 | SUMMER STYLE, PHOTOSHOOTFAB, SLEEVELESS | -5235724 | none | ||
| 27937 | Faux Leather Trouser | -6372409 | BELLY PANEL, TROUSERS | -6344769 | ESSENTIALS | ||
| 27775 | Alex Pant | -6372409 | BELLY PANEL, TROUSERS | -6344769 | ESSENTIALS | ||
| 27946 | Ginny Crop Cardi | -523846533 | OFFICE, BLOUSE | -523818893 | none |