Fold 2 - Understanding why coefficient -272650567 was selected
Tag: COMBINATION SKIN
Selected Coefficient: -272650567
Taxonomy Path: -0.0.0.0.7
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -272650567 | 3.000000 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | Yes | |
| -155800324 | 3.000000 | -0.0.0.0.4 | -4.0.0.0.0 (-(4*79^4)) | No | |
| -471851055 | 4.000000 | -13.3.2.9.12 | -12.9.2.3.13 (-(12*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | No | |
| 3495210 | 4.000000 | 13.3.7.7 | 7.7.3.13 (7*79^3 + 7*79^2 + 3*79 + 13) | No | |
| 823331942 | 4.000000 | 25.6.72.10.21 | 21.10.72.6.25 (21*79^4 + 10*79^3 + 72*79^2 + 6*79 + 25) | No |
These are the training products that have the "COMBINATION SKIN" tag (processing sequence 1069). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 823331942 | ACNE, AROMATHERAPY, BREAK OUTS, CALM | 1095982509 | ITCHY SKIN | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 3495210 | LAVENDER, ACNE, AWARD WINNING, BREAK OUTS | 276145777 | ECZEMA, ORGANIC CLEANSER, ROSEMARY | ||
| 10082 | Protective Day Cream SPF 23 (Wholesale) | -155800324 | ANTI AGING | 116850243 | none | ||
| 10085 | Purifying Gel Cleanser (Wholesale) | -272650567 | ACNE | 0 | none | ||
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | -471851055 | ACNE, ANTI AGING | -199200488 | none |