Fold 3 - Understanding why coefficient 97 was selected
Tag: RAIN SHOWER HEADS LED
Selected Coefficient: 97
Taxonomy Path: 14.1
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 97 | 1.000871 | 14.1 | 1.14 (83 + 14) | Yes | |
| 27653 | 1.000871 | 14.1.4 | 4.1.14 (4*83^2 + 83 + 14) | No | |
| 0 | 12.000000 | 0 | 0 (0) | No |
These are the training products that have the "RAIN SHOWER HEADS LED" tag (processing sequence 4379). 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 |
|---|---|---|---|---|---|---|---|
| 30729 | 10" Square Rainfall LED Shower Head | 27653 | none | 27556 | none | ||
| 30749 | Cascada Rectangular Ceiling Mount Rainfall LED Shower Head (Include Shower Arm) | 27653 | none | 27556 | none | ||
| 31026 | 31" Square Ceiling Mount Rainfall LED Shower Head, include Shower Arm | 27653 | none | 27556 | none | ||
| 31032 | 40" Square Ceiling Mount Rainfall LED Shower Head, include Shower Arm | 27653 | none | 27556 | none | ||
| 31039 | 8" Square Rainfall LED Shower Head, include Shower Arm | 27653 | none | 27556 | none | ||
| 30846 | Cascada Square Ceiling Mount Rainfall LED Shower Head (Include Shower Arm) | 27653 | none | 27556 | none | ||
| 32363 | 8" Square Rainfall LED Shower Head | 97 | none | 0 | none | ||
| 30740 | 12" Square Rainfall LED Shower Head | 97 | none | 0 | none | ||
| 30825 | 16"x31" Ceiling Mount Rainfall LED Shower Head include Shower Arm | 97 | none | 0 | none | ||
| 30943 | 24" Square Ceiling Mount Rainfall LED Shower Head | 97 | none | 0 | none | ||
| 30973 | 24"x48" Rainfall LED Shower Head | 97 | none | 0 | none | ||
| 32343 | 12" Square Rainfall LED Shower Head Stainless Steel with Chrome Finish | 97 | none | 0 | none | ||
| 30765 | 14"x20" recessed rainfall /waterfall LED shower head | 0 | LUXURIOUS RECESSED SHOWER HEAD | -97 | none |