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In the training part, K SVMs are trained using the data of the training set.
In this stage, the data of the training and validation data sets of the Ekofisk platform (see Figure 7a) are considered.
In this stage, the data of the training and validation data sets of the FINO 1 platform are considered (see Figure 7b).
After training, the biomass present in areas without ground measurements is determined by developing a regression equation between properties derived from the LiDAR data of the training stands and biomass, and then applying the equation to the new areas.
The audio data of the training and validation set for the proposed and reference methods were from the lossless audio recorded in a live concert with the length of about 6 h.
The testing array holds the data in the same way as the training array, but the data in this array is more accurate and smaller than the data of the training array.
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Hence, many recent studies addressed the exploitation of foreign (i.e., out-of-domain or out-of-language) data for the training of ASR systems [2 4].
Compaction parameters together with corresponding shear strength records were used as sets of data for the training process.
Regarding the experiment on actual data, details of the training data (comprising artificially created reverberant speech), the actual evaluation data, and evaluation experiment are described in Section 4.2.4.
MM assisted with data collection of the training cohort.
In addition, we also updated the outcome data of the original training cohort (n = 147).
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