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The ADMET Predictor model building software automatically performed feature selection, resulting in a final descriptor set of 76 descriptors.
To identify the most salient features and thus reduce the number of feature size, we performed feature selection.
PSI cleaned the data retrieved from ASSISTments and performed feature engineering with the help of PS, KO, NH, JO, MA, and SS to identify meaningful features for analyses.
Firstly, we performed feature selection by Mann-Whitney U test, then made predictions to identify potential ion channel targets by SVM and designed a new evaluating indicator Q to prioritize results.
We calculated molecular descriptors and performed feature selection to pick the best performing descriptors, which were employed to build support vector machine (SVM) based QSAR models for the prediction of inhibitors against HIV proteins.
We performed feature selection iterations until we eliminated all features.
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The Guild Hall evening, directed by Harris Yulin who also performed, featured Mercedes Ruehl and Vincent Piazza, on a break from filming the next season of Boardwalk Empire.
We have performed feature-selection and classification techniques to identify blood serum proteins that are indicative of breast cancer in premenopausal women.
Bruining et al. used a basic set of features (mean, maximum, sum of values above mean) of each A-line and performed feature-based classification using a k-nearest neighbor classifier [ 17].
In this research, we designed a feature selection strategy, AEE, to evaluate the performance of individual feature classes to identify the best performing feature sets.
We also perform feature extraction by determining the silhouette likelihood.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com