Fold 4 - Understanding why coefficient -499370 was selected
Tag: COMPUTER BUG
Selected Coefficient: -499370
Taxonomy Path: -11.1.1.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -499370 | 2.000000 | -11.1.1.1 | -1.1.1.11 (-(493039 + 6241 + 79 + 11)) | Yes | |
| -6914884 | 4.000000 | -14.77.1.14 | -14.1.77.14 (-(14*79^3 + 6241 + 77*79 + 14)) | No | |
| -5997681 | 4.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "COMPUTER BUG" tag (processing sequence 1095). 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 |
|---|---|---|---|---|---|---|---|
| 4163 | Computer Bug, "The Butterfly" | -499370 | GIFT | 0 | none | ||
| 4164 | Computer Bug, "The Firefly" | -499370 | GIFT | 0 | none | ||
| 4165 | Computer Bug, "The Hornet" | -499370 | GIFT | 0 | none | ||
| 4147 | Item048: ChipScapes Computer Bug Wings - "The Bee" | -5997681 | GOLD, BLUE | -5498311 | none | ||
| 4148 | Item049: ChipScapes Computer Bug Wings - "The Hornet" | -6914884 | ROSE, GIFT | -6415514 | none |