Sentence examples for supervised method and from inspiring English sources

The main difference between PCA and LDA is that LDA is a supervised method and PCA is an unsupervised method.

It is a supervised method and users need to predefine the number of clusters.

The existing complex sets predicted by combining Gavin and Krogan data for comparison include: Hart: the predicted complex set from Hart et al. (2007 ), using a supervised method; Pu: the predicted complex set from Pu et al. (2007 ), using a supervised method; and BT-893: the predicted complex set from Friedel et al. (2009 ), using an unsupervised Bootstrap method.

Hart: the predicted complex set from Hart et al. (2007), using a supervised method; Pu: the predicted complex set from Pu et al. (2007), using a supervised method; and BT-893: the predicted complex set from Friedel et al. (2009), using an unsupervised Bootstrap method.

However the sensitivity of the supervised methods and the small number of SNPs that they need in order to classify efficiently is noteworthy.

In general, multivariate methods can be broadly grouped into two categories: supervised methods and unsupervised methods.

Existing binning algorithms fall into two main categories, supervised methods and unsupervised methods.

Hypotheses from unsupervised analyses can then be tested with supervised methods and biological experiments.

We combine the reviewed methods in three groups based on the underlying mathematical model: exploratory methods, supervised methods and estimation of the covariance matrix.

By the same token, our method has less computational cost for training than supervised methods, and therefore can be repeatedly applied without training resources.

Many methods have been developed to this purpose but a comprehensive evaluation that covers unsupervised, semi-supervised and supervised methods, and provides guidelines for their practical application, is lacking.