They used a combination of training data from Gene Ontology (GO) and tissue-specific expression signatures to customize their networks before moving to predicting disease candidate genes.
That iterative combination of training data and machine accuracy is the heart of what many startups are working through.
C4.5 builds decision trees from a set of training data.
In the first set of computational experiments we tested different versions of SVM classifiers and combinations of training data types to determine which kernel function and which data type or combination of data-types performs best.
"The secret is a combination of training and pacing.
Three experiments were conducted with a varied number of training data and testing data where the first experiment used 70% training data and 30% testing data from a combination of pre-discretized and post-discretized datasets.
This conclusion comes mainly from a combination of data from the Wilkinson Microwave Anisotropy Probe, with a determination of the rate of cosmic expansion by the Hubble Space Telescope.
The combination of the different amounts of training data and the different approaches for training the models results in 21 different tests.
In the process, we made some combinations on the sets of features and sets of training data from both biopsy and surgery samples.
The concept of orthogonal array was adopted to generate the representative combinations of elastic constants, which reduces significantly the number of training data while maintaining its data completeness.
In order to increase the amount of training data, the GMMs were trained using training set from three male speakers.
