Fold 0 - Understanding why coefficient 2369900 was selected
Tag: WOMAN OWNED BUSINESS
Selected Coefficient: 2369900
Taxonomy Path: 1.1.12.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2369900 | 3.000000 | 1.1.12.4 | 4.12.1.1 (4*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 6889000 | 3.000145 | 0.0.4.12 | 12.4.0.0 (12*83^3 + 4*83^2) | No | |
| -62085 | 4.000000 | -1.1.9 | -9.1.1 (-(9*83^2 + 83 + 1)) | No |
These are the training products that have the "WOMAN OWNED BUSINESS" tag (processing sequence 5730). 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 | 6889000 | VACATION CLOTHES | 4519100 | none | ||
| 32797 | Venice Crop Knee | 2369900 | none | 0 | none | ||
| 32798 | Venice Vintage Black | 2369900 | none | 0 | none | ||
| 32810 | Faded Jumpsuit | 0 | VACATION CLOTHES | -2369900 | none | ||
| 32808 | Khaki Stripe Sweater | -62085 | PULLOVER, VACATION CLOTHES | -2431985 | none |