Fold 4 - Understanding why coefficient -1191881 was selected
Tag: MATERNITY-CASUAL-DRESSES
Selected Coefficient: -1191881
Taxonomy Path: -1.1.7.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1191881 | 2.000000 | -1.1.7.2 | -2.7.1.1 (-(2*83^3 + 7*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1191881 | 3.000000 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | No |
These are the training products that have the "MATERNITY-CASUAL-DRESSES" tag (processing sequence 1408). 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 |
|---|---|---|---|---|---|---|---|
| 24171 | Black Floral Maternity Midi Dress | 1191881 | none | 2383762 | SIZECHART-MATERNITY-NURSING-TOP-WEAR, SUMMER-DRESSES | ||
| 24302 | Maternity Casual Track Dress | 0 | MIDI-KNEE-LENGTH | 1191881 | SIZECHART-MATERNITY-NURSING-TOP-WEAR, SUMMER-DRESSES | ||
| 23917 | Maternity Lace Dress | -1191881 | COTTONMIXDRESSES, MIDI-KNEE-LENGTH | 0 | SIZECHART-MATERNITY-NURSING-TOP-WEAR, SUMMER-DRESSES | ||
| 23925 | Maternity Mint Green Cotton Dress | -1191881 | COTTONMIXDRESSES, MIDI-KNEE-LENGTH | 0 | SIZECHART-MATERNITY-NURSING-TOP-WEAR, SUMMER-DRESSES |