Sentence examples for measures in machine from inspiring English sources

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One of the most popular performance measures in machine learning classification is accuracy (ACC), which is defined to be the ratio of the number of correct predictions to the total number of instances in the test sample.

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Since information on capital services, measured in machine hours, is not routinely collected and archived by management information, we used the number of hospital beds as a proxy.

The chemical evolution of photooxidation products was evaluated using infrared spectroscopy, the structural evolution was monitored by X-ray diffraction and optical techniques, and the mechanical properties were measured in machine, transverse and intermediate directions.

As an extensively adopted measure in machine learning for evaluating the quality of binary classifications, the MCC ranges from −1 (inverse prediction) to 0 (random prediction) to +1 (perfect prediction) and is generally considered to be a balanced measure even if the size of classes varies remarkably.

Also, there is poor understanding about what intelligence tests measure in machines, whether they are useful to evaluate AI systems, whether they are really challenging problems, and whether they are useful to understand (human) intelligence.

AUC is one of the most commonly used measures in the machine learning community, and can be interpreted as the probability that a classifier will assign a higher score to a positive example than a negative example if one from each class were picked at random.

"The only way to find out for sure would be to ask volunteers to smoke a bunch of dank, work out, collect some sweat and measure it in machines," he told me.

"The only way to find out for sure would be to ask volunteers to smoke a bunch of dank, work out, collect some sweat, and measure it in machines," he told me.

It is used principally in drafting for the accurate transfer of dimensions from a measuring scale and in machine shops for scribing lines on surfaces, usually machined, with dimensions taken from a ruler.

The results show that qualitatively viable sustainable process maps for complex engineering systems can be obtained as a first measure before changes in machine, material or processes are considered.

ZeroR is a majority learner that is commonly used to provide a baseline measure of performance in machine learning.

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