Fold 1 - Understanding why coefficient 5692 was selected
Tag: KEYS
Selected Coefficient: 5692
Taxonomy Path: 12.9.1
Taxonomy Name: Hardware > Locks & Keys > Key Blanks
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 5692 | 0.000000 | 12.9.1 | 1.9.12 (5041 + 9*71 + 12) | Hardware > Locks & Keys > Key Blanks | Yes |
These are the training products that have the "KEYS" tag (processing sequence 927). 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 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4872 | Bird Tail Key Pins 3.3" Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4873 | Bird Tail Key Pin 3.3" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4874 | Bird Tail Key Pins 4.3" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4882 | Dragon Key Pins 4.7" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4883 | 14 Sided Key 6-1/8" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4884 | Octagonal Key Pins 2.4" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4892 | Octagonal Key Pins 2.6" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4893 | 14 Sided Key Pins 4.7" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4894 | Bird Tail Key with Chain 4.6" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none | |
| 4895 | Bird Tail Brass Key with Chain 5.8" - Set of 2 | 5692 | Hardware > Locks & Keys > Key Blanks | none | 0 | none |