Fold 3 - Understanding why coefficient 25687 was selected
Tag: LOCKS
Selected Coefficient: 25687
Taxonomy Path: 12.9.4
Taxonomy Name: Hardware > Locks & Keys > Locks & Latches
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 25687 | 0.000002 | 12.9.4 | 4.9.12 (4*79^2 + 9*79 + 12) | Hardware > Locks & Keys > Locks & Latches | Yes |
| 518726 | 0.000006 | 12.9.4.1 | 1.4.9.12 (493039 + 4*79^2 + 9*79 + 12) | Hardware > Locks & Keys > Locks & Latches > Barrel Bolts | No |
These are the training products that have the "LOCKS" tag (processing sequence 1932). 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 |
|---|---|---|---|---|---|---|---|
| 4862 | Lockable Slide Latch Bolt Receiver 4.75" | 518726 | Hardware > Locks & Keys > Locks & Latches > Barrel Bolts | none | 493039 | none | |
| 4896 | Celestial Sage Lock 4.5" | 25687 | Hardware > Locks & Keys > Locks & Latches | none | 0 | none | |
| 4898 | Traditional Chinese Brass Door Chest Cabinet Hardware Key Lock, 3.4" | 25687 | Hardware > Locks & Keys > Locks & Latches | none | 0 | none | |
| 4900 | Puzzle Combination Lock 3" | 25687 | Hardware > Locks & Keys > Locks & Latches | none | 0 | none |