Fold 0 - Understanding why coefficient 18819 was selected
Tag: BOOKS
Selected Coefficient: 18819
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
Products with this tag: 15
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 18819 | 6.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | Yes |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| 178 | 14.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "BOOKS" tag (processing sequence 1642). 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 |
|---|---|---|---|---|---|---|---|
| 858 | Alkaline Plant-Based Diet | 18819 | Media > Books > Print Books | none | 0 | none | |
| 868 | America is the True Old World, Volume II: The Promised Land (Volume II of IV) | 18819 | Media > Books > Print Books | none | 0 | none | |
| 909 | Book One: African People and European Holidays : Mental Genocide | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1015 | Kundalini and the Chakras | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1118 | What they never told you in history class : volume one | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1193 | The Complete Book of Essentials Oils and Arometherapy | 18819 | Media > Books > Print Books | none | 0 | none | |
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 18819 | Media > Books > Print Books | none | 0 | none | |
| 20144 | My First Patchwork Book : Hand and Machine Sewing (KIT) by Winky Cherry | 18819 | Media > Books > Print Books | none | 0 | none | |
| 20230 | Teddy Bears with a Past : Creating Treasured Teddies from Old Furs and Plush Fabrics by Nancy Tillberg | 18819 | Media > Books > Print Books | none | 0 | none | |
| 8582 | Bhagavad Gita book (Telugu) by Brahmarshi Patriji | 178 | Religious & Ceremonial > Religious Items | none | -18641 | none | |
| 19236 | 150 Bars You Need to Visit Before You Die | 0 | COFFEE TABLE BOOK | -18819 | none | ||
| 19289 | 150 Hotels You Need to Visit Before You Die | 0 | COFFEE TABLE BOOK | -18819 | none | ||
| 19290 | 150 Restaurants You Need to Visit Before You Die | 0 | COFFEE TABLE BOOK | -18819 | none | ||
| 19381 | Places We Swim by Caroline Clements and Dillon Setchik-Reardon | 0 | COFFEE TABLE BOOK | -18819 | none | ||
| 19234 | Surf Like a Girl | 0 | COFFEE TABLE BOOK | -18819 | none |