Fold 3 - Understanding why coefficient 21166 was selected
Tag: CLUSTER
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
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? |
|---|---|---|---|---|---|
| 21166 | 2.000290 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 55611 | 2.000290 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 1206074 | 2.000290 | 1.6.9.2 | 2.9.6.1 (2*83^3 + 9*83^2 + 6*83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 206933 | 4.000000 | 14.3.30 | 30.3.14 (30*83^2 + 3*83 + 14) | No |
These are the training products that have the "CLUSTER" tag (processing sequence 5622). 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 |
|---|---|---|---|---|---|---|---|
| 30413 | 14K Yellow Gold 0.04ctw Diamond Crown Women's Ring | 1206074 | none | 1184908 | FORMAL WEAR, BRIDESMAID, SPECIAL | ||
| 10875 | Lemurian Clear Quartz Seed Crystal Twin Soul Cluster | 206933 | none | 185767 | none | ||
| 22493 | 14k 5 Prong Diamond Quad Station Box Chain Necklace | 55611 | none | 34445 | none | ||
| 22492 | 14k 5 Prong Diamond Quad Station Box Chain Bracelet | 21166 | none | 0 | none | ||
| 30411 | 14K + 18K Candle Diamond Necklace | 0 | NECKLACE | -21166 | FORMAL WEAR |