Fold 4 - Understanding why coefficient -281007 was selected
Tag: KIT
Selected Coefficient: -281007
Taxonomy Path: -4.2.45
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -281007 | 1.000160 | -4.2.45 | -45.2.4 (-(45*79^2 + 2*79 + 4)) | Yes | |
| -162 | 1.000160 | -4.2 | -2.4 (-(2*79 + 4)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "KIT" tag (processing sequence 4100). 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 |
|---|---|---|---|---|---|---|---|
| 10215 | Prestige Cartridge™ COMBO PACK - Compatible TN2000 & DR2000 Laser Toner Cartridge + Drum Units for Brother DCP-7010, DCP-7010L, DCP-7020, DCP-7025, FAX-2820, FAX-2920, HL-2030 | 0 | INK | 281007 | none | ||
| 13435 | Little Mister One-derful 1st Birthday Table Decorating Kit | 1 ct | -162 | DECORATIONS, 1ST BIRTHDAY | 280845 | LITTLE MISTER ONE-DERFUL | ||
| 13422 | Little Miss One-derful First Birthday Table Decorating Kit | 1 ct | -281007 | DECORATIONS, 1ST BIRTHDAY | 0 | LITTLE MISS ONE-DERFUL |