Sentence examples for dimensional data with from inspiring English sources
We present a new method, RUV-4, to adjust for unwanted variation in high dimensional data with negative controls.
In recent years, there have been rapid developments in techniques available to capture three dimensional data with regards to the existing built environment.
However, as we turn towards the identification of single nucleotide polymorphisms (SNPs) for prognosis, there is a need to develop methods for the identification of SNPs in high dimensional data with survival outcomes.
RF is applicable to very high dimensional data with fewer observations and can handle the problems of noisy data and imbalanced classes [ 20].
This variability most likely lies in data interpretation models that incorporate different assumptions during data processing and widespread problems of overfitting high dimensional data with an extremely large number of molecular measurements relative to limited sample size [ 19].
Audio signal clustering forms the basis for speech recognition, audio synthesis, audio retrieval, etc. Audio signals are considered as high-dimensional data, with dimensionalities of more than 20 [1].
To deal with high-dimensional data with noise, ELM with a hierarchical structure (HELM) is proposed in this paper.
Advanced models with good flexibility have the advantage of being able to handle high-dimensional data with correlated variables32,45 and good flexibility of a model is associated with high accuracy27.
Miller, who is studying machine learning and statistics, develops probabilistic models and inference methods for complex, high-dimensional data with applications ranging from astronomy to health monitoring to sports analytics.
Her research interests involve statistical models and methods for analysis of high-dimensional data, with a goal of understanding the underlying biological mechanisms of complex phenotypes and human diseases.
