Sentence examples for building a classification model from inspiring English sources

For example, building a classification model based on the biochemical indicators of patients helps to study the disease classification or stage.

Consequently, the RF method is more suitable for building a classification model for this dataset and the 2D descriptors can characterize molecules of this dataset more adequately.

The qualified features are then used to reduce the vector dimensionality of training instances for building a classification model.

Effectively the preprocessing methodology SFX transforms a matrix of original time-series to a set of training instances which have specific attribute values for building a classification model.

With a reduced feature set formed by Equation (7), we are able to speed up the computation for building a classification model, as well as avoid potential model over-fitting.

In this case the imputation was performed in terms of building a classification model of N inputs (the tests and variables with known values in a complete sub-set from the integrated data set) and one output – the test under imputation.

Algorithm ?? describes the basic process of building a classification tree.

Supervised methods assume that there are examples of insider threats available for building a classification tool.

The "Help" section gives detailed explanations of each module and a standard example of each step of building an SAR classification model.

Accuracy-oriented feature reduction was performed when choosing the optimal number of features for building the classification model.

Then the function 'tune.svm' was applied for the optimization of hyperparameters (with C = 2 i with i = −5, −4, … 1, 2), the function 'svm' with the option 'probability = TRUE' was used for building the classification model, and the function 'predict.svm' was used to obtain, for each replicate of the compounds in the test set, the probabilities that they belong to mercurials or HDACi.