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All the established models suffer from the selection of arbitrary examples for the negative class.
Looking at public debate and infrastructure specification, to mention just two arbitrary examples, it remains a question how they can be captured under the same denominator.
These data are only mentioned in passing and selectively used in (arbitrary?) examples.
bDue to the interaction effects ADAS-cog baseline score × Gender, MMSE baseline score × Age and ADAS-cog baseline score × Age, effect sizes are presented for MMSE scores of 15, 20 and 25 and for ADAS-cog scores of 20, 30 and 40, which are used as arbitrary examples.
If not otherwise specified, the arbitrary examples of patients presented in the figures were based on an average male that was aged 75 years, was a carrier of the APOE ε4 allele, did not receive NSAID/acetylsalicylic acid therapy, had nine years of education, exhibited an IADL score of 16, and received 65% of the maximum recommended dose of ChEI.
If not otherwise specified, the arbitrary examples presented in these calculations were based on an average patient that was aged 75 years, was a carrier of the APOE ϵ4 allele, living with a family member, had 10 years of education, exhibited an MMSE score of 23, ADAS-cog score of 18, IADL score of 15, and received 65% of the maximum recommended dose of ChEI.
Similar(54)
Consider, as a purely arbitrary example, CPAC attendees' relationship with gay people.
To take a not at all arbitrary example, a standard macroeconomic approach, the IS-LM model (don't ask) told us that under depression-type conditions like those we're experiencing, some of the usual rules would cease to apply: trillion-dollar budget deficits wouldn't drive up interest rates, huge increases in the money supply wouldn't cause runaway inflation.
Equally unromantic regarding Lebanon's own failings, he pins the larger part of the blame for its recent sufferings squarely on what he calls "a vastly more arbitrary example of late-imperial arrogance, geopolitical caprice and perniciously misguided philanthropy": Israel.Mr Young describes post-civil-war Lebanon as being "built on a foundation of officially sanctioned amnesia".
Khosla isn't an arbitrary example.
Pick, say, TechCrunch, to choose a totally arbitrary example, and it will play Crunch Report.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com