Fold 0 - Understanding why coefficient -1191881 was selected
Tag: COTTON-DRESSES
Selected Coefficient: -1191881
Taxonomy Path: -1.1.7.2
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -1191881 | 6.000000 | -1.1.7.2 | -2.7.1.1 (-(2*83^3 + 7*83^2 + 83 + 1)) | Yes | |
| 0 | 7.000145 | 0 | 0 (0) | No | |
| 1191881 | 7.000145 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | No | |
| -1164241 | 7.000290 | -0.0.3.2 | -2.3.0.0 (-(2*83^3 + 3*83^2)) | No | |
| 27640 | 7.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "COTTON-DRESSES" tag (processing sequence 2640). 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 |
|---|---|---|---|---|---|---|---|
| 24054 | Off-Shoulder Maternity Bodycon Dress | 1191881 | none | 2383762 | BODYCON-1 | ||
| 24174 | Off-Shoulder Maternity Bodycon Dress | 1191881 | none | 2383762 | BODYCON-1 | ||
| 24193 | Maternity Ruched Bodycon Dress | 27640 | none | 1219521 | BODYCON-1, MATERNITY-GOWNS | ||
| 24170 | One-Shoulder Maternity Bodycon Dress | 0 | SUMMER-DRESSES | 1191881 | BODYCON-1, MATERNITY-GOWNS | ||
| 24188 | Blue Maternity Maxi Dress | 0 | SUMMER-DRESSES | 1191881 | none | ||
| 24291 | Maternity Ruched Bodycon Dress | -1164241 | SUMMER-DRESSES | 27640 | BODYCON-1, MATERNITY-GOWNS | ||
| 24302 | Maternity Casual Track Dress | -1191881 | MATERNITY-CASUAL-DRESSES, SUMMER-DRESSES | 0 | BODYCON-1, HOSIERYDRESS-SETS | ||
| 23925 | Maternity Mint Green Cotton Dress | -1191881 | MATERNITY-CASUAL-DRESSES, SUMMER-DRESSES | 0 | none | ||
| 24301 | Maternity Casual Track Dress | -1191881 | MATERNITY-CASUAL-DRESSES, SUMMER-DRESSES | 0 | BODYCON-1, HOSIERYDRESS-SETS | ||
| 23924 | Maternity Midi Shirt Dress | -1191881 | PARTY-DRESSES, SUMMER-DRESSES | 0 | none |