Sentence examples for development data set from inspiring English sources
Optionally perform bottom up pruning on a held-out development data set.
The two models may be projecting different populations as there are no data for trees over age 45 in the DFSIM development data set.
These were exhaustively probed in increments of 0.01 and 0.1 for t1 and t2, respectively, by means of evaluation on the CHEMDNER development data set.
By empirical optimization over the development data set and considering the analysis carried out in Section 3, we choose the model switching threshold θ 1=23 dB.
Note that the morphologically annotated corpus were then used in the process of extraction of key phrases from development data set of the proposed algorithm for classification of heterogeneous text data.
In order to apply a classical MLR analysis, the original database of 45 cases was divided into two groups: a development data set to build the model and an independent test data set.
Specifically, the pooled training and development data sets are randomly divided into 10 sub-corpus of nearly equal size.
In order to reduce data sparsity in the annotated training and development data sets, word representations were induced from pooled training, development, test and background data sets by Brown clustering method.
Our method's improved performance results from screening many potentially relevant protein features and from refining our development data sets.
For training and testing, stratified 5-fold cross-validation was performed with each of the three sequence unique development data sets described before.
