Fold 2 - Understanding why coefficient -822401784 was selected
Tag: WRINKLES
Selected Coefficient: -822401784
Taxonomy Path: -13.3.2.9.21
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -822401784 | 4.000160 | -13.3.2.9.21 | -21.9.2.3.13 (-(21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| -820360727 | 4.000160 | -0.0.70.4.21 | -21.4.70.0.0 (-(21*79^4 + 4*79^3 + 70*79^2)) | No | |
| -84865368 | 4.000160 | -13.3.10.14.2 | -2.14.10.3.13 (-(2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13)) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| -530980 | 5.000000 | -21.6.6.1 | -1.6.6.21 (-(493039 + 6*79^2 + 6*79 + 21)) | No | |
| 308835080 | 5.000000 | 64.68.30.73.7 | 7.73.30.68.64 (7*79^4 + 73*79^3 + 30*79^2 + 68*79 + 64) | No |
These are the training products that have the "WRINKLES" tag (processing sequence 4088). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 308835080 | ANTIOXIDANT, FACE MASK, SCRUB | 1131236864 | SKIN TONING | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | 0 | WOUND CARE | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | FACE | |
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -530980 | PERSONAL CARE, MEDITATION | 821870804 | none | ||
| 3107 | Green Trading Organic Amla Capsules - 500mg | -84865368 | VITAMIN, ANTIOXIDANT, NUTRITION, HAIR | 737536416 | none | ||
| 2935 | Absolute Essential Virgin Wheatgerm Oil (Non-GMO) | -820360727 | SERUM | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | -822401784 | SCARS, SERUM | 0 | HAIR CARE |