Tag Coefficient Debug: PARALLELS WINDOWS10

Fold 3 - Understanding why coefficient -715822 was selected

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Summary

Tag: PARALLELS WINDOWS10

Selected Coefficient: -715822

Taxonomy Path: -0.0.0.2

Taxonomy Name:

Products with this tag: 9

Unique residual values tried: 6

Candidate Coefficients Tried

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?
-7158220.000411-0.0.0.2-2.0.0.0 (-(2*71^3))Yes
00.00041100 (0)No
-28632880.000414-0.0.0.8-8.0.0.0 (-(8*71^3))No
-21474660.000414-0.0.0.6-6.0.0.0 (-(6*71^3))No
-3579110.000414-0.0.0.1-1.0.0.0 (-(357911))No
-32111170.001389-0.0.69.8-8.69.0.0 (-(8*71^3 + 69*71^2))No

Products with this Tag

These are the training products that have the "PARALLELS WINDOWS10" tag (processing sequence 1089). 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
1812MOVAVI VIDEO EDITOR PLUS 22 FULL VERSION FOR WINDOWS022000.160715822none
1835Wondershare Filmora X Full Activated Version For Win022000.160715822none
1822TBPROAUDIO BUNDLE 2022 FULL VERSION FOR WINDOWS-35791122000.160357911none
1820STEINBERG CUBASE 12 PRO FULL VERSION FOR WINDOWS-71582222000.1600none
1823Toontrack Superior Drummer FULL VERSION 3.3 FOR WINDOWS-71582222000.1600none
4904XARA DESIGNER PRO V22.1 FULL VERSION FOR WINDOWS-214746622000.160-1431644none
1819Solidworks 2022 Full Version Lifetime SP5.1 & Full Set Plugins With Udemy Premium Course Lifetime-286328822000.160-2147466none
1816Project Professional 2019 Full Version (For LifeTime)-321111722000.160-2495295none
1814Nuance PDF Converter Creator Professional 8.1 Lifetime License-321111722000.160-2495295none