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We propose the concept of instrumental orchestration to design different devices which may be built in class and thus strengthen the socialized part of the instrumental genesis: instrumental orchestration is defined by objectives, configuration and exploitation modes.
The Java built in class (java.net.HttpURLConnection) was avoided as it does not support cancellation; an element important to a responsive user interface, particularly with large data sets and the substantial processing times these require.
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Using a homemade lie detector, the kind he has his students build in class, Mr. Carroll interrogated a middle-school student about whether or not she does her homework.
Vincent La Selva's performances of Verdi in the park set me thinking: What would it take to build a popular opera house that would have none of the built-in class distinctions of the houses of Lincoln Center?
The replacement of working-class whites with upscale professionals has turned the Democratic coalition into an alliance with a built-in class division.
No built-in class cleavage existed between the hoplite or zeugite class and the thētes, and attempts to exploit one, by advocating or offering a "hoplite franchise," were short-lived failures.
Living in a country with few built-in class distinctions, Americans turned to snobbery as compensation, a means of clarifying what the Constitution failed to: just who was better than whom.
For the sake of simplicity, the general recommendation for efficiently defining the AD would be to train a powerful classifier and use its built-in class probability estimate.
For those classifiers without a regression counterpart (MB, k-NN, LDA), the built-in class probability estimate outperformed all other measures (mainly novelty measures).
From the confidence measures, the built-in class probability estimates performed constantly best, irrespective of the difficulty of the classification problem.
While the actual classification performance sometimes changed, the best performing AD measures always remained the same, namely the built-in class probability estimates.
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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