Sentence examples for by applying supervised methods from inspiring English sources
The subsequent segmentation by applying supervised methods such as kNN and PCDA is in principle feasible for each tissue or structure for which a probability atlas is available.
More significantly, to our knowledge, this is the first attempt to predict tumor subtypes or stages that the cell lines are suitable as model systems by applying supervised learning methods that have error rates close to zero in cross validations.
LULC of the present area was extracted by applying supervised classification of LISS -IV image in ERDAS Imaging software.
Relying on big data technologies, we propose BIGBIOCL an algorithm that can apply supervised classification methods to datasets with hundreds of thousands of features.
Breast Cancer: Van't Veer et al.[ 21] used DNA microarray analysis on primary breast tumors and applied supervised classification methods to identify significant genes for the disease.
Methods and results are presented for applying supervised machine learning techniques to the task of predicting the need for repairs of air compressors in commercial trucks and buses.
Specifically, the proposed method first detects candidate spikes based on a mimetic approach, and afterwards classifies the candidate spikes by embedding the data in a low dimensional space and applying supervised classification in the embedding space.
Pang et al. [4] apply supervised machine learning methods such as NB and SVM to sentiment classification.
The number of probe sets on the custom chip represents a compromise between cost and inclusion of an adequate pool of top candidate prognostic genes, a priori identified by applying the supervised principal component survival analysis method in each of the individual training datasets.
Alternatively to folding, we apply supervised feature selection (as described in the "Methods" section) to limit the amount of fragments.
Morphology is related to land use by applying a supervised classification with the urban metrics as variables and generalised land-use categories as target classes.
