Fold 4 - Understanding why coefficient -4601852 was selected
Tag: WORK DRESS
Selected Coefficient: -4601852
Taxonomy Path: -0.0.4.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4601852 | 3.000145 | -0.0.4.8 | -8.4.0.0 (-(8*83^3 + 4*83^2)) | Yes | |
| -3472056 | 3.000145 | -0.0.6.6 | -6.6.0.0 (-(6*83^3 + 6*83^2)) | No | |
| -27640 | 4.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 27640 | 4.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 1219521 | 4.000000 | 2.2.11.2 | 2.11.2.2 (2*83^3 + 11*83^2 + 2*83 + 2) | No |
These are the training products that have the "WORK DRESS" tag (processing sequence 5747). 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 | 1219521 | FITTED DRESS | 5821373 | none | ||
| 27892 | Chloe Knit Dress | 27640 | none | 4629492 | REG NOT PREG | ||
| 27907 | Gloria (Nuirsing) | -27640 | HOLIDAY DRESS, SHOWER DRESS | 4574212 | none | ||
| 27908 | Cybelle Shirt Dress-Nursing | -3472056 | SHORT SLEEVE | 1129796 | none | ||
| 27903 | Tess Jumpsuit (Nursing Friendly) | -4601852 | SHORT SLEEVE | 0 | none |