Fold 1 - Understanding why coefficient 506351053 was selected
Tag: SAMPLE-PACK
Selected Coefficient: 506351053
Taxonomy Path: 0.0.0.0.13
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 506351053 | 0.000321 | 0.0.0.0.13 | 13.0.0.0.0 (13*79^4) | Yes | |
| 545301134 | 0.000321 | 0.0.0.0.14 | 14.0.0.0.0 (14*79^4) | No | |
| 0 | 0.000321 | 0 | 0 (0) | No | |
| 272650567 | 0.000321 | 0.0.0.0.7 | 7.0.0.0.0 (7*79^4) | No | |
| 584251215 | 0.000321 | 0.0.0.0.15 | 15.0.0.0.0 (15*79^4) | No | |
| -237569906 | 0.001442 | -0.0.67.7.6 | -6.7.67.0.0 (-(6*79^4 + 7*79^3 + 67*79^2)) | No | |
| -238025499 | 0.001442 | -0.0.61.8.6 | -6.8.61.0.0 (-(6*79^4 + 8*79^3 + 61*79^2)) | No |
These are the training products that have the "SAMPLE-PACK" tag (processing sequence 4448). 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) | 584251215 | EXCLUDE-PRODUCTS | 77900162 | MARKETING MATERIALS | ||
| 10091 | Kantic® Calming Cream - Pack of 12 Samples (Wholesale) | 545301134 | EXCLUDE-PRODUCTS | 38950081 | MARKETING MATERIALS | ||
| 10075 | Kantic® Light Clarifying Cream - Pack of 12 Samples (Wholesale) | 545301134 | EXCLUDE-PRODUCTS | 38950081 | MARKETING MATERIALS | ||
| 10079 | Tightening Eye Contour Gel - Pack of 12 Samples (Wholesale) | 506351053 | EXCLUDE-PRODUCTS | 0 | MARKETING MATERIALS | ||
| 10076 | Rejuvenating Eye Balm - Pack of 12 Samples (Wholesale) | 506351053 | EXCLUDE-PRODUCTS | 0 | MARKETING MATERIALS | ||
| 10088 | Kantic® Brightening Moisture Mask - Pack of 12 Samples (Wholesale) | 272650567 | EXCLUDE-PRODUCTS | -233700486 | MARKETING MATERIALS | ||
| 6480 | Purifying Gel Cleanser - Pack of 12 Samples (Wholesale) | 0 | EXCLUDE-PRODUCTS | -506351053 | MARKETING MATERIALS | ||
| 10092 | Gentle Refining Scrub - Pack of 12 Samples (Wholesale) | 0 | EXCLUDE-PRODUCTS | -506351053 | MARKETING MATERIALS | ||
| 10078 | Skin Repair Gel - Pack of 12 Samples (Wholesale) | -237569906 | EXCLUDE-PRODUCTS | -743920959 | MARKETING MATERIALS | ||
| 10080 | Soothing Body lotion - Pack of 12 Samples (Wholesale) | -238025499 | EXCLUDE-PRODUCTS | -744376552 | MARKETING MATERIALS |