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A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
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Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training datasets. [1] High-quality labeled training datasets for supervised and semi-supervised machine learning algorithms are usually difficult and expensive to ...
Training Center XML (TCX) is a data exchange format introduced in 2007 as part of Garmin's Training Center product. The XML is similar to GPX since it exchanges GPS tracks, but treats a track as an Activity rather than simply a series of GPS points.
This extended format was in 1994 also adopted in ISO 10444 (see below), and remains (after an "ISRN" prefix) in the current version ANSI/NISO Z39.23-1997. [5] An international registration scheme for a globally unique International Standard Technical Report Number (ISRN) was standardized in 1994 (ISO 10444). It had aimed to be an international ...
They present resources, activities, and interactions within a course structure and provide for the different stages of assessment. VLEs also usually report on participation and have some level of integration with other institutional systems. [1] [2] In North America, VLEs are often referred to as Learning Management Systems (LMS).
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An after action report (or AAR) is any form of retrospective analysis on a given sequence of goal-oriented actions previously undertaken, generally by the author themselves. The two principal forms of AARs are the literary AAR, intended for recreational use, and the analytical AAR, exercised as part of a process of performance evaluation and ...