Fold 2 - Understanding why coefficient 573198 was selected
Tag: ALL WEATHER
Selected Coefficient: 573198
Taxonomy Path: 0.17.0.1
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 573198 | 2.120774 | 0.17.0.1 | 1.0.17.0 (571787 + 17*83) | Yes | |
| 1411 | 2.120776 | 0.17 | 17.0 (17*83) | No | |
| 593865 | 2.120917 | 0.17.3.1 | 1.3.17.0 (571787 + 3*83^2 + 17*83) | No | |
| 0 | 2.132675 | 0 | 0 (0) | No | |
| 55112 | 2.132966 | 0.0.8 | 8.0.0 (8*83^2) | No | |
| 2308479 | 2.144580 | 0.8.3.4 | 4.3.8.0 (4*83^3 + 3*83^2 + 8*83) | No | |
| 1164905 | 2.144582 | 0.8.3.2 | 2.3.8.0 (2*83^3 + 3*83^2 + 8*83) | No | |
| -536097 | 2.156772 | -0.68.77 | -77.68.0 (-(77*83^2 + 68*83)) | No | |
| -549875 | 2.156772 | -0.68.79 | -79.68.0 (-(79*83^2 + 68*83)) | No | |
| -578095 | 2.168675 | -0.76.0.1 | -1.0.76.0 (-(571787 + 76*83)) | No | |
| -579267 | 15.000000 | -10.7.1.1 | -1.1.7.10 (-(571787 + 6889 + 7*83 + 10)) | No |
These are the training products that have the "ALL WEATHER" tag (processing sequence 7026). 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 |
|---|---|---|---|---|---|---|---|
| 29344 | Lloyd Flanders Elements Chaise With Stainless Steel Arms & Back | 2308479 | LLOYD FLANDERS | 1735281 | none | ||
| 29351 | Lloyd Flanders Elements Left Arm Chaise With Loom Arms & Back & Back | 2308479 | LLOYD FLANDERS | 1735281 | none | ||
| 29242 | Lloyd Flanders Elements Corner Sectional With Loom Arms & Back | 1164905 | LLOYD FLANDERS | 591707 | none | ||
| 29341 | Lloyd Flanders Elements 72" Rectangular Dining Table W/Lay On Glass | 593865 | LLOYD FLANDERS | 20667 | none | ||
| 29342 | Lloyd Flanders Elements 42" Square Dining Table W/Lay On Glass | 593865 | LLOYD FLANDERS | 20667 | none | ||
| 29343 | Lloyd Flanders Elements End Table W/Lay On Glass With Stainless Steel Base | 573198 | LLOYD FLANDERS | 0 | none | ||
| 29340 | Lloyd Flanders Elements End Table W/Set In Glass | 573198 | LLOYD FLANDERS | 0 | none | ||
| 29347 | Lloyd Flanders Elements Dining Chair With Stainless Steel Arms | 55112 | LLOYD FLANDERS | -518086 | none | ||
| 29338 | Lloyd Flanders Elements Cocktail Table W/Lay On Glass With Stainless Steel Base | 1411 | LLOYD FLANDERS | -571787 | none | ||
| 29248 | Lloyd Flanders Elements Left Arm Lounge Chair With Loom Arms & Back | 0 | LLOYD FLANDERS | -573198 | none | ||
| 29243 | Lloyd Flanders Elements Armless Lounge Chair With Loom Arms & Back | 0 | LLOYD FLANDERS | -573198 | none | ||
| 29348 | Lloyd Flanders Elements Right Arm Lounge Chair With Loom Arms & Back | 0 | LLOYD FLANDERS | -573198 | none | ||
| 29241 | Lloyd Flanders Elements Left Arm Settee With Loom Arms & Back & Back | -536097 | LLOYD FLANDERS | -1109295 | none | ||
| 29239 | Lloyd Flanders Elements Settee With Loom Arms & Back & Back | -549875 | LLOYD FLANDERS | -1123073 | none | ||
| 29345 | Lloyd Flanders Elements Large Ottoman | -578095 | LLOYD FLANDERS | -1151293 | none | ||
| 29346 | Lloyd Flanders Elements Ottoman | -579267 | OTTOMAN, LLOYD FLANDERS | -1152465 | none | ||
| 29339 | Lloyd Flanders Elements Armless Dining Chair | -579267 | ARMLESS DINING CHAIR, LLOYD FLANDERS | -1152465 | none |