Fold 2 - Understanding why coefficient -545301134 was selected
Tag: SAMPLE-PACK
Selected Coefficient: -545301134
Taxonomy Path: -0.0.0.0.14
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -545301134 | 0.000160 | -0.0.0.0.14 | -14.0.0.0.0 (-(14*79^4)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No | |
| -272650567 | 0.000160 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | No | |
| -38950081 | 0.000160 | -0.0.0.0.1 | -1.0.0.0.0 (-(38950081)) | No | |
| 38950081 | 0.000160 | 0.0.0.0.1 | 1.0.0.0.0 (38950081) | No | |
| -782871040 | 0.001122 | -0.0.67.7.20 | -20.7.67.0.0 (-(20*79^4 + 7*79^3 + 67*79^2)) | No |
These are the training products that have the "SAMPLE-PACK" tag (processing sequence 4348). 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 |
|---|---|---|---|---|---|---|---|
| 6479 | Pigment Perfecting Serum - Pack of 12 Samples (Wholesale) | 38950081 | EXCLUDE-PRODUCTS | 584251215 | none | ||
| 10091 | Kantic® Calming Cream - Pack of 12 Samples (Wholesale) | 0 | EXCLUDE-PRODUCTS | 545301134 | none | ||
| 10075 | Kantic® Light Clarifying Cream - Pack of 12 Samples (Wholesale) | 0 | EXCLUDE-PRODUCTS | 545301134 | none | ||
| 10076 | Rejuvenating Eye Balm - Pack of 12 Samples (Wholesale) | -38950081 | EXCLUDE-PRODUCTS | 506351053 | none | ||
| 10088 | Kantic® Brightening Moisture Mask - Pack of 12 Samples (Wholesale) | -272650567 | EXCLUDE-PRODUCTS | 272650567 | none | ||
| 10092 | Gentle Refining Scrub - Pack of 12 Samples (Wholesale) | -545301134 | EXCLUDE-PRODUCTS | 0 | none | ||
| 6480 | Purifying Gel Cleanser - Pack of 12 Samples (Wholesale) | -545301134 | EXCLUDE-PRODUCTS | 0 | none | ||
| 10078 | Skin Repair Gel - Pack of 12 Samples (Wholesale) | -782871040 | EXCLUDE-PRODUCTS | -237569906 | none |