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The device, created by graduate student Shengjie Bi, uses two off-the-shelf sensors to detect in real time the type of eating you do, and claims an accuracy exceeding 90.9percentt.
For grid search, only a small fraction of the parameters tested provided satisfactory predictive power of the model (only approximately 35% of the predictions resulted in an accuracy exceeding 0.7).
Prior to scanning, participants practised the task until they had completed at least 20 trials with an accuracy exceeding 80%.
Indeed, when is nothing known before a trial that would permit inference of the 'better' arm with an accuracy exceeding 50%?
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It was found in the present work that a nonlinear expression involving one elemental property parameter can be used to predict, with an overall accuracy exceeding 99%, the occurrence of a compound for any binary, ternary or quaternary system.
While averaging 24 values we get a higher accuracy exceeding 0.1 nT, which falls within INTERMAGNET standards.
In a question-and-answer piece in the Times Book Review for January 16 , 1966 George Plimpton quoted Truman Capote claiming that he had trained himself to recall dialogue with such accuracy that he could interview people without a notebook or a tape recorder and then, hours later, write down verbatim what was said, his accuracy exceeding ninety per cent.
All of the parametric methods were shown to have high levels of accuracy, exceeding that provided by the IECM, especially when the waveform spectrum was very wide.
Dead viscosity and bubble point pressure were used as input parameter and model developed was of good accuracy exceeding that of the models they compared with average absolute error of 26.31%.
A multi-layer neural network with 50 hidden neurons, momentum value of 0.8, and learning rate of 0.1, with hyperbolic tangent hidden neuron activation functions was able to accurately predict graduation success and achieved the best performance with classification accuracy exceeding 95%, high recall, high precision, and high specificity.
The estimated quadratic discriminant function showed great performance with high classification accuracy (exceeding 90%) of individuals in the three different groups and a low apparent error rate (0.0476) in classification of the validation data set, confirming the existence of three distinct groups and demonstrating its ability to predict new behaviors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com