Fold 0 - Understanding why coefficient 158814819 was selected
Tag: HERBAL
Selected Coefficient: 158814819
Taxonomy Path: 13.1.9.6.4
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 158814819 | 4.000481 | 13.1.9.6.4 | 4.6.9.1.13 (4*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | Yes |
| 197764900 | 4.000481 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
| 50020 | 4.000641 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | No |
| 124912 | 4.000641 | 13.1.20 | 20.1.13 (20*79^2 + 79 + 13) | Health & Beauty > Health Care > Respiratory Care | No |
| 1086026 | 4.000641 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "HERBAL" tag (processing sequence 2866). 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 |
|---|---|---|---|---|---|---|---|
| 3111 | Harker Herbal Vira Guard | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 38950081 | none | |
| 3160 | Kiwiherb Ginger & Kawakawa Tonic | 158814819 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | none | 0 | DIGESTION, DIGESTIVE | |
| 3117 | Kiwiherb Children's Echinature (Organic) | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | -157728793 | IMMUNITY | |
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 124912 | Health & Beauty > Health Care > Respiratory Care | none | -158689907 | IMMUNITY, CONGESTION | |
| 3092 | First Light Crisis Support Oral Drops/ Spray | 50020 | Health & Beauty > Health Care > First Aid | none | -158764799 | MATERNITY | |
| 3083 | Dr Mercola Fermented Black Garlic | 0 | ANTIOXIDANT, MUSCLE RELIEF, REVITALISING | -158814819 | IMMUNITY, PALEO | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 0 | ANTIOXIDANT | -158814819 | IMMUNITY, PALEO | ||
| 3122 | Kiwiherb EchiBerry® | 0 | ANTIOXIDANT | -158814819 | IMMUNITY, SUPERFOOD | ||
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | ANTIOXIDANT, MUSCLE RELIEF, REVITALISING | -158814819 | IMMUNITY, PALEO |