Fold 1 - Understanding why coefficient -1972156 was selected
Tag: ORGANIC COTTON
Selected Coefficient: -1972156
Taxonomy Path: -0.0.0.4
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? |
|---|---|---|---|---|---|
| -1972156 | 3.000002 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | Yes | |
| -1011122 | 3.000002 | -1.1.4.2 | -2.4.1.1 (-(2*79^3 + 4*79^2 + 79 + 1)) | No | |
| -25044 | 3.000002 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 3.000002 | 0 | 0 (0) | No | |
| 25044 | 4.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 3691). 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 |
|---|---|---|---|---|---|---|---|
| 1073 | Tulip Wrap | 25044 | Apparel & Accessories > Clothing > Dresses | none | 1997200 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | 0 | TROUSERS | 1972156 | none | ||
| 846 | Capri Slit Midi Dress | -25044 | MIDI DRESS, COTTON CITIZEN | 1947112 | LONG SLEEVES | ||
| 967 | Ibiza SS Polo | -1011122 | COTTON CITIZEN, SHORT SLEEVES | 961034 | none | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -1972156 | TROUSERS | 0 | none |