Fold 2 - Understanding why coefficient 2041057 was selected
Tag: ESSENTIAL OILS
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 13
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 2041057 | 7.012662 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 4506252 | 7.012666 | 13.3.11.9 | 9.11.3.13 (9*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | No |
| 68901 | 7.012666 | 13.3.11 | 11.3.13 (11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation | No |
| 92 | 7.063291 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | No |
| 0 | 8.025316 | 0 | 0 (0) | No | |
| 1941109 | 8.037977 | 0.2.74.3 | 3.74.2.0 (3*79^3 + 74*79^2 + 2*79) | No | |
| -31047 | 8.037977 | -0.77.4 | -4.77.0 (-(4*79^2 + 77*79)) | No | |
| 4444317 | 11.000000 | 14.9.1.9 | 9.1.9.14 (9*79^3 + 6241 + 9*79 + 14) | Home & Garden > Household Appliances > Climate Control Appliances > Humidifiers | No |
These are the training products that have the "ESSENTIAL OILS" tag (processing sequence 4203). 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 |
|---|---|---|---|---|---|---|---|
| 17100 | doTERRA | Abode | 4506252 | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | none | 2465195 | none | |
| 13729 | Mercura Aromatherapy Diffuser | 4444317 | Home & Garden > Household Appliances > Climate Control Appliances > Humidifiers | none | 2403260 | none | |
| 13735 | Chi Ceramic Aromatherapy Diffuser | 4444317 | Home & Garden > Household Appliances > Climate Control Appliances > Humidifiers | none | 2403260 | none | |
| 17044 | doTERRA | Adaptiv Touch - Calming Blend | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 17188 | doTERRA | Rose Touch | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 17101 | doTERRA | Adaptiv - Calming Blend | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 17182 | doTERRA | Neroli Touch | 1941109 | SINGLE OILS | -99948 | none | ||
| 17174 | doTERRA | Jasmine | 68901 | Health & Beauty > Personal Care > Massage & Relaxation | none | -1972156 | none | |
| 17071 | doTERRA | Citrus Bloom | 92 | Health & Beauty > Health Care | none | -2040965 | none | |
| 17109 | doTERRA | Copaiba | 0 | SINGLE OILS | -2041057 | none | ||
| 17127 | doTERRA | Tangerine | 0 | SINGLE OILS | -2041057 | none | ||
| 17186 | doTERRA | Pink Pepper | 0 | SINGLE OILS | -2041057 | none | ||
| 17195 | doTERRA | Tulsi (Holy Basil) | -31047 | SINGLE OILS | -2072104 | none |