Fold 4 - Understanding why coefficient -55195 was selected
Tag: BATIK TULIS
Selected Coefficient: -55195
Taxonomy Path: -0.1.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -55195 | 2.012048 | -0.1.8 | -8.1.0 (-(8*83^2 + 83)) | Yes | |
| 0 | 2.024096 | 0 | 0 (0) | No | |
| -158531 | 4.000000 | -1.1.23 | -23.1.1 (-(23*83^2 + 83 + 1)) | No | |
| 8543276155 | 4.000000 | 1.82.29.1.14.2 | 2.14.1.29.82.1 (2*83^5 + 14*83^4 + 571787 + 29*83^2 + 82*83 + 1) | No |
These are the training products that have the "BATIK TULIS" tag (processing sequence 5565). 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 |
|---|---|---|---|---|---|---|---|
| 33746 | Batik Tulis Sarong Encim TK056 | 8543276155 | HAND DRAWN, BATIK LAWAS | 8543331350 | none | ||
| 33785 | Batik Tulis Sarong Encim Peranakan TK022 | 0 | HAND DRAWN | 55195 | none | ||
| 33796 | Batik Tulis Sarong Encim TK055 | -55195 | HAND DRAWN | 0 | none | ||
| 33809 | Batik Tulis Sarong Encim Lawas TK054 | -55195 | HAND DRAWN | 0 | none | ||
| 33722 | Batik Tulis Sarong Gentong TK061 | -158531 | HAND DRAWN, BATIK LAWAS | -103336 | none |