Fold 1 - Understanding why coefficient -2166127 was selected
Tag: BREAK OUTS
Selected Coefficient: -2166127
Taxonomy Path: -26.6.31.4
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -2166127 | 4.000000 | -26.6.31.4 | -4.31.6.26 (-(4*79^3 + 31*79^2 + 6*79 + 26)) | Yes | |
| -272650567 | 7.000160 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | No | |
| 822276714 | 7.000160 | 0.0.61.8.21 | 21.8.61.0.0 (21*79^4 + 8*79^3 + 61*79^2) | No | |
| -2291192 | 8.000000 | -34.9.51.4 | -4.51.9.34 (-(4*79^3 + 51*79^2 + 9*79 + 34)) | No | |
| 1329083 | 8.000000 | 66.75.54.2 | 2.54.75.66 (2*79^3 + 54*79^2 + 75*79 + 66) | No |
These are the training products that have the "BREAK OUTS" tag (processing sequence 858). 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 | 822276714 | ACNE, ANTI-AGEING, AROMATHERAPY | 824442841 | CALM, COMBINATION SKIN, ITCHY SKIN | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 1329083 | LAVENDER, ACNE, ANTI-AGEING, AWARD WINNING | 3495210 | COMBINATION SKIN, ECZEMA, ORGANIC CLEANSER, ROSEMARY | ||
| 13670 | The Ultimate Collection - Radiance Restore | -2166127 | ORGANIC, ACNE, ANTI-AGEING, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13650 | Radiance Saviour Essential Collection | -2166127 | ORGANIC, ACNE, ANTI-AGEING, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13672 | Radiance Saviour Collection | -2166127 | ORGANIC, ACNE, ANTI-AGEING, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13671 | Radiance Restore Collection | -2166127 | ORGANIC, ACNE, ANTI-AGEING, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -2166127 | ORGANIC, ACNE, ANTI-AGEING, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13653 | Radiance Restore Complete Collection | -2291192 | ORGANIC, ACNE, ANTI-AGEING, AROMATHERAPY, AWARD WINNING | -125065 | none | ||
| 13703 | Carrot & Mango Cleansing Butter | -272650567 | ACNE | -270484440 | ORGANIC CLEANSER |