Sentence examples similar to predicts classification from inspiring English sources

Calling the training function net.trainFcnin Matlab = 'trainscg', we conducted a predicted classification on the test sample set.

A one-stage solution is formulated that minimizes the marginal distribution differences while minimizing the predicted classification error in the target domain using a nearest neighbor classifier.

Here, we find the optimal parameters of RBF kernel function from easy.Py, which integrates with the module of grid.py, svm- train, svm-predict to realize the optimal parameter and the purpose of predicted classification.

The state of the art approach for estimating homogeneity is to record the average and % standard deviation of predicted classification scores (i.e. concentrations) for a given component within a specimen.

The method is based on (1) summation and unfolding of multidimensional predicted classification scores, which results in a Linear Image Signature (LIS) and (2) multivariate LIS data analysis (LIS-MVA).

The MCC describes the correlation between observed and predicted classification [ 12].

In order to obtain an unbiased estimate of predictive performance, the OOB observations for each classification tree are dropped down and assigned a predicted classification.

To test whether our predicted classification was confirmed by the assessment results, we calculated the difficulty index for each question (see the section Materials and Methods).

Using an homogenate, it was possible to accurately predict classification of tumour Tpot values as being below the median ('fast tumours') in 15 of 19 cases (79%).

Empirical evaluation of different categories of metafeatures in the context of their suitability for predicting classification accuracies of a number of standard classifiers can be found in Reif et al. (2012c).

In all cases, the compound class or tumor status was known a priori, and gene expression signatures for known samples were used to predict classification for other known but blinded samples (Blower et al. 2002; Brindle et al. 2002).