Fold 1 - Understanding why coefficient 6462713 was selected
Tag: 100% NATURAL
Selected Coefficient: 6462713
Taxonomy Path: 9.2.4.18
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| 6462713 | 2.001587 | 9.2.4.18 | 18.4.2.9 (18*71^3 + 4*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | Yes |
| 40479 | 2.002976 | 9.2.8 | 8.2.9 (8*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | No |
| 438718 | 2.003967 | 9.2.16.1 | 1.16.2.9 (357911 + 16*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | No |
| 2182904 | 2.003967 | 9.2.7.6 | 6.7.2.9 (6*71^3 + 7*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Dips & Spreads > Jams & Jellies | No |
| 1795462 | 22.000000 | 14.12.1.5 | 5.1.12.14 (5*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | No |
| 15521463 | 22.000000 | 11.3.26.43 | 43.26.3.11 (43*71^3 + 26*71^2 + 3*71 + 11) | No |
These are the training products that have the "100% NATURAL" tag (processing sequence 247). 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 |
|---|---|---|---|---|---|---|---|
| 6378 | A&A PUMPKIN BALSAMIC | 15521463 | PEACH | 9058750 | none | ||
| 6241 | A&A FIG BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6260 | A&A CHERRY BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6271 | A&A BLUEBERRY BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6390 | A&A ORANGE BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6319 | A&A GEORGIA ON MY MIND Pair Gift | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | ARTISAN GIFT BASKET, ITALIA | |
| 6320 | A&A GEORGIA PEACH BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6322 | A&A LEMON BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6339 | A&A GINGER BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6376 | A&A RASPBERRY BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6374 | A&A PEAR GINGER BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6369 | A&A BLACKBERRY BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6370 | A&A CRANBERRY-ORANGE BALSAMIC VINEGAR | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6371 | A&A CRANBERRY-ORANGE BALSAMIC VINEGAR - Wholesale | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6293 | A&A FIG HONEY BALSAMIC JAM GIFT SET | 2182904 | Food, Beverages & Tobacco > Food Items > Dips & Spreads > Jams & Jellies | none | -4279809 | ACETO BALSAMICO, ARTISAN GIFT BASKET, CHEESE PAIRING, WEDDING FAVORS | |
| 4914 | Natural Jute Twine Ball- 130m | 1795462 | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | none | -4667251 | PERTH | |
| 6391 | A&A GOURMET SEASONING FAVORS | 438718 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | none | -6023995 | CHEESE PAIRING, SPICES | |
| 6367 | A&A SAMPLER ACETO | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -6422234 | ARTISAN GIFT BASKET | |
| 6384 | A&A BALSAMIC JAM BOX GIFT SET | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -6422234 | ACETO BALSAMICO, ARTISAN GIFT BASKET, CHEESE PAIRING | |
| 6372 | A&A SAMPLER OLIO & ACETO | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -6422234 | ARTISAN GIFT BASKET | |
| 6388 | A&A OLIO/BALSAMIC with Ceramic dish Gift Set | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -6422234 | CHEESE PAIRING | |
| 6273 | A&A FARMERS MARKET FAVORITE Pair Gift | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -6422234 | ARTISAN GIFT BASKET | |
| 6386 | A&A ITALIAN APPETIZER GIFT BASKET | 40479 | Food, Beverages & Tobacco > Food Items > Food Gift Baskets | none | -6422234 | CHEESE PAIRING |