Fold 4 - Understanding why coefficient 12578 was selected
Tag: EBOOK
Selected Coefficient: 12578
Taxonomy Path: 17.1.2
Taxonomy Name: Media > Books > E-Books
Products with this tag: 17
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 12578 | 1.000000 | 17.1.2 | 2.1.17 (2*79^2 + 79 + 17) | Media > Books > E-Books | Yes |
| 62660 | 16.000000 | 13.3.10 | 10.3.13 (10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care | No |
These are the training products that have the "EBOOK" tag (processing sequence 40). 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 |
|---|---|---|---|---|---|---|---|
| 14033 | eBook | Parabens Sulfates Mineral Oil & Petroleum + Other Chemicals That Kill Your Hair | 62660 | Health & Beauty > Personal Care > Hair Care | none | 50082 | none | |
| 12810 | MARTIN POPOFF – EBOOK – POPOFF’S TOP 20: KISS SONGS SUNG BY GENE SIMMONS | 12578 | Media > Books > E-Books | none | 0 | KISS | |
| 12811 | Martin Popoff - eBook - Popoff’s Top 20: Led Zeppelin | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12812 | Martin Popoff - eBook - POPOFF’S TOP 20: METALLICA | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12853 | Martin Popoff - eBook - Popoff’s Top 20: Pat Travers | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12854 | MARTIN POPOFF – EBOOK – POPOFF’S TOP 20: PETER GABRIEL | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12855 | MARTIN POPOFF – EBOOK – POPOFF’S TOP 20: POUNDING-EST BACHMAN-TURNER OVERDRIVE SONGS | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12929 | MARTIN POPOFF – EBOOK – POPOFF’S TOP 20: ALL THE UFO ALBUMS RANKED | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12930 | MARTIN POPOFF – EBOOK – POPOFF’S TOP 20: AMUSING FRANK ZAPPA SONGS | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12931 | Martin Popoff - eBook - Popoff’s Top 20: Blackfoot | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12932 | Martin Popoff - eBook - Popoff’s Top 20: Budgie | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12935 | Martin Popoff - eBook - Popoff’s Top 20: Foghat | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12936 | MARTIN POPOFF – EBOOK – POPOFF’S TOP 20: MOST GUITAR-CHARGED FOREIGNER ROCKERS | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12937 | Martin Popoff - eBook - Popoff’s Top 20: The KISS 1978 Solo Albums | 12578 | Media > Books > E-Books | none | 0 | KISS | |
| 14034 | The Divine WEIGHT LOSS Formula (eBook) | 12578 | Media > Books > E-Books | none | 0 | none | |
| 12792 | The Meaning of Metallica: Ride the Lyrics - eBook - William Irwin | 12578 | Media > Books > E-Books | none | 0 | none | |
| 14075 | Natural Hair Revolution & Resolutions...Kinky Hair Stories (1st Edition eBook) | 12578 | Media > Books > E-Books | none | 0 | none |