Therefore, while in MDA one allows for heterogeneity of each phenotype label by estimating the density of each class as a mixture of Gaussians, classification is subsequently performed into each phenotype class.
Our experiments in the subsequent section will highlight the importance of LTMs, which allow us to represent a turn as a mixture of multiple topics, towards classification, especially along the valence dimension.
Carcinogenic mixtures are categorized according to either the carcinogenicity of the mixture or the classification of the carcinogenic substances included.
To assess distribution of gene expression values, expectation-maximization curve fitting of a Gaussian mixture model and classification of genes into HE and LE classes was performed as described previously [ 23, 72].
These different types of schizophrenia are not mutually exclusive, and schizophrenics may display a mixture of symptoms that defy convenient classification.
This assumption was experimentally validated by testing several classification methods (mixture of Gaussians, PCA, Parzen, and K-Means) in the initiation/termination modules yielding to a drop in the MOTA score proportional to their ability to correctly classify a blob as person/no-person.
As GA is typically a mixture of histological patterns, the World Health Organisation classification [ 4] has defined SRCs as an adenocarcinoma in which the predominant component (more than 50% of the tumour) consists of isolated or small groups of malignant cells containing intracytoplasmic mucins.
In 50 athletic patients with patellar tendinopathy (stage 2 or 3 according to Blazina's classification), a mixture of 25 mg HA and 1 mL of 1% lidocaine was injected blindly at the proximal interface between the posterior surface of the patellar tendon and the infrapatellar fat pad or into the region of maximum tenderness [ 12].
Using the technique of Gaussian finite mixture model classification, four classes are identified and shown to be meaningful and coherent in terms of the aspects of the political discourse that they cover.
It will align the EU legislation on classification and labelling of substances and mixtures (for supply and use) to the United Nations Globally Harmonised System of Classification and Labelling of Chemicals (UN-GHS).
