Fold 3 - Understanding why coefficient 853006 was selected
Tag: FIBREGLASS SINGLE
Selected Coefficient: 853006
Taxonomy Path: 12.15.27.2
Taxonomy Name: Hardware > Tools > Ladders & Scaffolding > Ladders
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? |
|---|---|---|---|---|---|
| 853006 | 1.000000 | 12.15.27.2 | 2.27.15.12 (2*71^3 + 27*71^2 + 15*71 + 12) | Hardware > Tools > Ladders & Scaffolding > Ladders | Yes |
| 290 | 3.000000 | 6.4 | 4.6 (4*71 + 6) | Business & Industrial > Construction | No |
These are the training products that have the "FIBREGLASS SINGLE" tag (processing sequence 1171). 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 |
|---|---|---|---|---|---|---|---|
| 7060 | Indalex Pro-Series Fibreglass Single Ladder 3.7m 12ft | 853006 | Hardware > Tools > Ladders & Scaffolding > Ladders | none | 0 | none | |
| 7061 | Indalex Pro-Series Fibreglass Single Ladder 4.9m 16ft | 853006 | Hardware > Tools > Ladders & Scaffolding > Ladders | none | 0 | none | |
| 7073 | Indalex Pro-Series Fibreglass Single Ladder 2.4m 8ft | 853006 | Hardware > Tools > Ladders & Scaffolding > Ladders | none | 0 | none | |
| 7058 | Indalex Pro-Series Fibreglass Single Ladder 3m 10ft | 290 | Business & Industrial > Construction | none | -852716 | none |