Fold 0 - Understanding why coefficient 6964 was selected
Tag: KEYS
Selected Coefficient: 6964
Taxonomy Path: 12.9.1
Taxonomy Name: Hardware > Locks & Keys > Key Blanks
Products with this tag: 6
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 6964 | 0.000000 | 12.9.1 | 1.9.12 (6241 + 9*79 + 12) | Hardware > Locks & Keys > Key Blanks | Yes |
These are the training products that have the "KEYS" tag (processing sequence 1853). 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 |
|---|---|---|---|---|---|---|---|
| 4865 | Coin Key Pins 4-1/2" - Set of 2 | 6964 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4866 | Money Coin Key 4.5" - Set of 2 | 6964 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4874 | Bird Tail Key Pins 4.3" - Set of 2 | 6964 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4884 | Octagonal Key Pins 2.4" - Set of 2 | 6964 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4893 | 14 Sided Key Pins 4.7" - Set of 2 | 6964 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4894 | Bird Tail Key with Chain 4.6" - Set of 2 | 6964 | Hardware > Locks & Keys > Key Blanks | none | 0 | none |