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As with PLS, the KNN validation procedure involved 100 randomized training/hold-out test set pairs recreated by the use of the same random seed.
channel states and can be viewed as independent trials of the same random variable.
This condition is satisfied by the use of the same random seed for both PLS and KNN and a random number generator which was initialized after 100 runs.
While the ACF is a measure of the degree to which two time samples of the same random process are related and is expressed as [21] (14).
The ORB method was tested similarly, where the generated spectrogram image of the same random 20-s sample clip was queried to the database and the amount of matches for each song was shown in Fig. 8.
An example of such practical cases is the vehicle suspension system in which the random inputs due to the road roughness applied to the rear wheels are the shifted functions of the same random inputs on the front wheels with a time lag depending on the vehicle wheelbase as well as its velocity.
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Physical activity monitoring is also performed using accelerometry on the same random sample of 225 participants.
Since the algorithms are deterministic but depend on the starting values of the parameters, we used the same random "starting" profiles for every algorithm.
The delay taps are grouped into clusters such that scattered paths within the same cluster possess the same random characteristics of the AOA to the receiver.
The same random sequence of positions was used for all participants.
The same random sets of pseudogenes were used to simulate both scenarios, with only the timing varying (set of 150 pseudogenes arising before or after recombination).
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CEO of Professional Science Editing for Scientists @ prosciediting.com