Sentence examples for developing a classification model from inspiring English sources

When developing a classification model it could be more important to have a high sensitivity for one class at the expense of a greater number of corresponding false predictions.

Random forests [ 12] were used for developing a classification model, as implemented in the randomForest package [ 30] of R. Receiver operating characteristics (ROC) curves were calculated and analyzed using the ROCR package [ 31].

Cerius2 descriptors were employed to develop a classification model for the 2772 compounds with antipsychotic activity.

Molconn-Z and BCUT topological descriptors were employed to develop a classification model for 1328 dopamine antagonists from MDDR database.

To separate true positives and false positives from the putative PPI dataset, we have developed a classification model based on an alternating decision tree algorithm.

A combination of classification and regression trees with Random Forests analysis was used to develop a classification model for FRI polygons based on patterns of Canada yew abundance, and assess the performance of the model.

The training set is used to develop a classification model to predict cancer features with a cross-validation strategy.

Synchronous fluorescence spectra were collected for each extracted fat sample to develop a classification model.

We developed a classification model for early detection of PCA on the basis of SELDI-TOF MS data using DF.

Also, these properties can be used as a starting point to develop a classification model to determine the category of a new candidate AMP.

The objective of this study was to develop a classification model for the auxiliary diagnosis of IgAN using multiparameter analysis with various biological parameters.