Titlebook: Validity, Reliability, and Significance; Empirical Methods fo Stefan Riezler,Michael Hagmann Book 2022 Springer Nature Switzerland AG 2022

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Reliability, to provide a clear definition of reliability that applies to data annotation and model prediction alike, and that can be operationalized into a procedure to assess reliability of data annotation and model prediction in concrete applications in NLP and data science.

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Significance,erformance evaluation measurements is .. If the interest is in the statistical significance of differences between performance evaluation scores of machine learning models, the discussion of the previous chapter showed that there are two major sources of randomness that need to be respected: one is

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álvaro Fernández-Llamazares PhD,Victoria Reyes-García PhDr, . sleep time and . wake-up time, consisting of a flip-flop controller (FFC), a distributed memory architecture and a voltage detection system. Compared with an existing industry processor, it can achieve over 30–. speedup on the wake-up/sleep time and . energy savings on the data backup and recal

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