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The results presented are the average recognition rates over ten different runs of training and test sets.
Average recognition results over 11 different runs of training and test sets are presented in Figure 6 for different nmax of ZMs.
In a similar manner, the experiments on the images of ORL 2.4 data partition are performed by taking random five images of each person in the training set and the remaining five images (with additive noise) in the test set, and the recognition results for the same are also the averaged recognition rates over ten different runs of training and test sets.
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We employed 6 cross-validation cycles, each involving different runs for training and testing.
This generated 16 different runs where the training data fed to each model were different.
The company has also built-in a number of different running training modes for 5k, 10k, half and full-marathons.
The focus of future studies will test more machine learning methods including multiple runs with different combinations of training and test sets, to improve on results from this study and from [16].
Hence it would be possible to directly (without iteration) find the solution of the nonlinear Eq. (2) using the linear model for any given controlling parameter quite different from that of training runs.
"Currently, the train companies all run different types of trains which adds unnecessary costs.
Because each athlete was expected to run a different total volume of training each week, coaches gave athletes a range of duration (minutes) of training each day depending on the athlete.
I received different types of training.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com