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Duke's medical doctoral program has always been significantly different from the training provided by other medical schools, even in the United States.
People who train for ironman races will often work out upward of 20 hours a week, but for the average triathlete the training for a sprint or Olympic triathlon is about 8 hours a week -- not that different from the training that people who go to the gym an hour a day will do anyway.
It was made sure to take the images different from the training set.
Such synthesized motions are thus visually different from the training motions but stochastically similar to them.
In many real classification scenarios the distribution of test (target) domain is different from the training (source) domain.
This is different from the training phase where both the noise type and SNR level can be random.
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It is quite often that the test dataset has a different distribution from the training dataset.
On the other hand, RealData has different characteristics from the training data, and the combination of the DAE and the multi-condition DNN-HMM has a complementary effect.
The average similarities of the 5 binary fingerprints and SHED descriptors on the active molecules of 2089 ligand sets (of different targets) from the training set were summarized in the (see Additional file 7: Fig. S1).
For the evaluation of the proposed method, we used parallel data (of 10 different sentences from the training and adaptation data) of the source and the target speakers, which was created using dynamic programming.
To ensure statistical validity, the procedure was repeated 500 times, resulting in 500 different classifiers from the training sets and 500 predictions for each individual in the validation sets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com