For new gene signatures, we utilize the classification method of support vector machine (SVM) and repeat five-fold cross validation (5F-CV) ten times, using the training dataset as an internal reference.
In order to evaluate the ability of the features quantitatively, we utilize the classification performance as the criterion.
The 128-dimensional keypoint descriptors, produced by SIFT, were utilized for the classification of motor faults.
The proposed features are extracted from the images and utilized for the classification of the chromoendoscopy (CH) frames into normal and abnormal categories.
Near-infrared (NIR) spectra were utilized for the classification of the energy drinks into three "natural" groups based on their sugar content.
Likewise other morphological characters traditionally utilized in the classification of Petrocosmea are unlikely to be homologous.
To minimize potential reference bias and also identify conformational heterogeneity, multivariate statistical analysis (MSA) is a key method utilized for the classification of subtomograms.
Further analysis of caregiver burden was undertaken utilizing the multidimensional classification of burden on the ZBI.
Probabilistic neural networks (PNNs) were utilized for the classifications of 102 active compounds from diverse medicinal plants with anticancer activity against human rhinopharyngocele cell line KB.
The genes will be utilized to predict the classification of the 12 observations in the test sample.
