Exact(2)
In this validation step, the method is examined using the datasets applied to ComPhy.
In this publication, we introduce new computational tools to analyze gene patterning for three spatial dimension datasets, applied to early Drosophila embryos.
Similar(58)
The same approximation used for processing the experimental datasets applies to simulation data, then the same assumptions are considered.
To elucidate the phylogenetic positions of two mysterious Asian genera, Gastrophrynoides and Phrynella, and to better understand the trans-continental distributions of microhylid taxa, we performed molecular phylogenetic and dating analyses using the largest molecular dataset applied to these taxa to date.
The predicting models built by CLR and ANN in modeling datasets were applied to testing datasets for generalization study.
The prediction models (built from the training datasets) were applied to the subjects in the testing datasets.
In the analyses procedure of this study, 60 datasets were used for model development and remaining 20 datasets were applied to check the performance capacity of the developed model.
After optimization of the neural networks in the training dataset, the final best neural network model, as measured by balanced accuracy in the training dataset, was applied to the testing dataset and evaluated.
For the training dataset, optimal results were obtained using Model 7. When the same analysis procedure of training dataset is applied to the test dataset (30 samples), similar results were obtained.
ANN models developed using the 1996 1998 datasets were applied to the WRF output for 2006.
In the second step, the learning from this training dataset is applied to the prediction dataset and the classification is implemented.
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