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I) Sequence of the training: The students described the sequence of the training as good.
We have prepared a new set from the Structure benchmark set by removing those proteins, which have 40%% or higher sequence identity with any sequence of the training sets used by the 10 prediction methods.
The remaining 173 DNA sequences that have a similarity lower than 80% with any sequence of the training dataset were used as a test dataset for the prediction models.
The robustness of each HMM was tested by leave one out cross-validation (jack-knife test), where a new HMM was generated by leaving out each individual sequence of the training set in turn.
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The opening sequence of the Train Man Japanese TV drama series from 2005 was inspired by and uses the Electric Light Orchestra theme and the lead character from the Daicon IV film.
The sequences of the training data set used for GB conversion were matched (without alignment), as described in Section 3.1.
training set: representative images of the sequences of the training data set ( images), validation set: representative images of the sequences of the validation data set ( images), testing set: representative images of the sequences of the testing data set ( images).
In this case, the different compositions and sizes of the sets are as follows [20]: (i) training set: representative images of the sequences of the training data set ( images), (ii) validation set: representative images of the sequences of the validation data set ( images), (iii) testing set: representative images of the sequences of the testing data set ( images). .
First, subsets of 100 sequences of the training dataset (50 NSI/CCR5-tropic and 50 SI/CXCR4-capable) are sampled.
The sequences of the training and evaluation sets were mainly RepBase consensus sequences [15], see Text S1, S2, S3, S4, S5.
In the prediction procedure subsets of 10 sequences from the test set are added to the selected 90 sequences of the training set and a splitstree is constructed for the merged set.
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