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This tool is separate from the prediction module because the test set may have no real response values.
Note that we use images from INRIA database to perform the experiments under different scale changes in Section 7.4, because the test set of images with scale changes in Oxford database is a subset of that in INRIA database.
It should be noted that the test results in this paper were optimistic because the test set used consisted of newly published data; thus, there were a great number of predictions that could not be proved for now and were not considered in the test results.
Consequently, standard cross-validation based estimates of performance obtained using such datasets are likely to be overly optimistic because the test set is likely to contain sequences that share significant sequence similarity with one or more sequences in the training set.
While it is possible that this approach may introduce bias and has the potential for false positives in the gene set because the test set was not resampled, the likelihood of this is low given that ALL genes identified in the training set were recapitulated in the test set, thus validating the robustness of the training loop.
Although the number of terms per batch seems to be large, especially for later iterations, we deliberately set it to be so because the test set may contain terms with GO? class label, which are ignored in the evaluation and cannot affect future prediction.
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A spokesman for the Yorkshire said Mr Hardern's resolution demanding a vote on conversion had been declared void because it failed the test set by a 1974 legal decision, Hickmott v Woolwich Equitable Building Society.
For both DS and eM scores, the presence of peptide lowered the correlation, because not all of the test set drugs had a favorable conformation in the binding pocket with peptide.
The prediction sensitivity thus obtained with the integrated method was 72.27%, somewhat lower than the rate of jackknife test Sn, this may because some AMPs in the test set were derived according to the annotations in NCBI based on the similarity principle and hence cannot avoid some sort of arbitrariness or false positive.
However, validation is often unconvincing because the size of the test set is typically small.
"ONE simple way to assess the impact of any organisation is to answer the question: how is the world different because it existed?" That is the test set out by Sam Palmisano in the foreword to a new book celebrating the 100th birthday of IBM, the firm he has run since 2002.
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because the core set
because the estimation set
because the item set
because the head set
because the vertex set
because the price set
because the control set
because the feature set
because the kitten set
because the incident set
because the validation set
because the earthquake set
because the outcome set
because the data set
because the bank set
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com