Fold 3 - Understanding why coefficient -2307815 was selected
Tag: VACATION CLOTHES
Selected Coefficient: -2307815
Taxonomy Path: -0.0.3.4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 4581185 | 2.000726 | 0.0.1.8 | 8.1.0.0 (8*83^3 + 6889) | No | |
| -2307815 | 2.000726 | -0.0.3.4 | -4.3.0.0 (-(4*83^3 + 3*83^2)) | Yes | |
| 75779 | 2.000726 | 0.0.11 | 11.0.0 (11*83^2) | No | |
| 2356038 | 2.000726 | 0.0.10.4 | 4.10.0.0 (4*83^3 + 10*83^2) | No | |
| 0 | 2.000726 | 0 | 0 (0) | No | |
| 34445 | 2.000726 | 0.0.5 | 5.0.0 (5*83^2) | No | |
| -27640 | 6.000145 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| -2369900 | 6.000145 | -1.1.12.4 | -4.12.1.1 (-(4*83^3 + 12*83^2 + 83 + 1)) | No |
These are the training products that have the "VACATION CLOTHES" tag (processing sequence 6676). 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 |
|---|---|---|---|---|---|---|---|
| 32799 | Open Knit Sweater | 4581185 | WOMAN OWNED BUSINESS | 6889000 | none | ||
| 32775 | Satin Shorts | 2356038 | WOMAN-OWNED BUSINESS | 4663853 | none | ||
| 32800 | Striped Wrap Skirt | 75779 | WOMAN-OWNED BUSINESS | 2383594 | none | ||
| 32786 | Tencel Jumpsuit | 34445 | WOMAN-OWNED BUSINESS | 2342260 | none | ||
| 32801 | Red Floral Wrap Dress | 0 | WOMAN-OWNED BUSINESS | 2307815 | none | ||
| 32804 | Inayan Pattern Maxi | -27640 | MAXI DRESS, WOMAN-OWNED BUSINESS | 2280175 | none | ||
| 32810 | Faded Jumpsuit | -2307815 | WOMAN OWNED BUSINESS | 0 | none | ||
| 32785 | Floral Blouse | -2369900 | SUMMER TOP, WOMAN OWNED BUSINESS | -62085 | none |