Sentence examples for class of unsupervised from inspiring English sources

Deep learning put forward by Hinton et al. in 2006 was a class of unsupervised learning [41].

The class of unsupervised methods does not require prior knowledge on the spatial distribution of sources and sensors.

Self-organizing map (SOM) belongs to a class of unsupervised system that is based on competitive learning in which the output neurons compete amongst themselves to be activated.

Briefly, samples are assigned to a methylation class using a model-based form of unsupervised clustering.

Unlike unsupervised methods, the class of supervised methods needs reference information.

Data clustering is a class of techniques for unsupervised classification of data samples into groups of similar behavior, function, or trait [ 9].

Using signature editor of unsupervised classes, a pixel based supervised classification with Maximum Likelihood Classification (MLC) algorism (Solomon et al. 2014; Temesgen et al. 2014a) was undertaken using the ground truth points collected from each LU/LC category.

The consensus clustering (CC) method provides quantitative and visual stability evidence for estimating the number of unsupervised classes in a dataset.

In most cases the order of classes resulting from different approaches of unsupervised classification are affected by the way of performing the operation of clustering and the order of data presented to the process of clustering.

The use of unsupervised clustering for class prediction is very subjective [ 12].

On the basis of unsupervised classification the classes namely River (0.20 %), Pond (0.03 %), Open/fallow land (14.28 %), Agriculture land (5.68 %) and Forest (79.67 %) were identified.