Cargando…

Nearest shrunken centroids via alternative genewise shrinkages

Nearest shrunken centroids (NSC) is a popular classification method for microarray data. NSC calculates centroids for each class and “shrinks” the centroids toward 0 using soft thresholding. Future observations are then assigned to the class with the minimum distance between the observation and the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Choi, Byeong Yeob, Bair, Eric, Lee, Jae Won
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2017
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5310887/ https://www.ncbi.nlm.nih.gov/pubmed/28199352 http://dx.doi.org/10.1371/journal.pone.0171068

Ejemplares similares

Improved shrunken centroid classifiers for high-dimensional class-imbalanced data
por: Blagus, Rok, et al.
Publicado: (2013)

Beyond Field Effect: Analysis of Shrunken Centroids in Normal Esophageal Epithelia Detects Concomitant Esophageal Adenocarcinoma
por: Selaru, Florin M., et al.
Publicado: (2009)

Feature selection and nearest centroid classification for protein mass spectrometry
por: Levner, Ilya
Publicado: (2005)

Optimality Driven Nearest Centroid Classification from Genomic Data
por: Dabney, Alan R., et al.
Publicado: (2007)

VALENCIA: a nearest centroid classification method for vaginal microbial communities based on composition
por: France, Michael T., et al.
Publicado: (2020)

Improving the Accuracy of Nearest-Neighbor Classification Using Principled Construction and Stochastic Sampling of Training-Set Centroids
por: Whitelam, Stephen
Publicado: (2021)

Correlative tomography and authentication features of a shrunken head (tsantsa)
por: Poeta, Lauren September, et al.
Publicado: (2022)

The Gibbs Centroid Sampler
por: Thompson, William A., et al.
Publicado: (2007)

(137)Cs γ Ray and (28)Si Irradiation Induced Murine Hepatocellular Carcinoma Lipid Changes in Liver Assessed by MALDI-MSI Combined with Spatial Shrunken Centroid Clustering Algorithm: A Pilot Study
por: Nia, Anna M., et al.
Publicado: (2020)

Generalized Centroid Estimators in Bioinformatics
por: Hamada, Michiaki, et al.
Publicado: (2011)

Shrunken Pore Syndrome Is Frequently Occurring in Severe COVID-19
por: Larsson, Anders O., et al.
Publicado: (2022)

Management of Shrunken Cheeks by Hollow Buccal Cheek Plumper Prosthesis
por: Natarajan, Parthasarathy, et al.
Publicado: (2021)

Shrunken Pore Syndrome Is Associated With Increased Levels of Atherosclerosis-Promoting Proteins
por: Almén, Markus Sällman, et al.
Publicado: (2018)

Bayesian Centroid Estimation for Motif Discovery
por: Carvalho, Luis
Publicado: (2013)

Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks
por: Liu, Yang, et al.
Publicado: (2010)

Beware of the shrunken gallbladder – Case report of intraoperatively diagnosed gallbladder agenesis
por: Anderson, Kiyah, et al.
Publicado: (2022)

Centroid-Based Clustering with αβ-Divergences
por: Sarmiento, Auxiliadora, et al.
Publicado: (2019)

Immune Centroids Oversampling Method for Binary Classification
por: Ai, Xusheng, et al.
Publicado: (2015)

Shrunken Pore Syndrome Is Associated with Renal Function Decline in Female Patients with Kidney Diseases
por: Wu, Zhongcai, et al.
Publicado: (2022)

Regression shrinkage and selection via least quantile shrinkage and selection operator
por: Daneshvar, Alireza, et al.
Publicado: (2023)

Sieve Search Centroiding Algorithm for Star Sensors
por: Karaparambil, Vivek Chandran, et al.
Publicado: (2023)

Genomic analysis of the regulatory elements and links with intrinsic DNA structural properties in the shrunken genome of Buchnera
por: Brinza, Lilia, et al.
Publicado: (2013)

Allelic variation in shrunken2 gene affecting kernel sweetness in exotic-and indigenous-maize inbreds
por: Chhabra, Rashmi, et al.
Publicado: (2022)

Centroid position estimating method for observational analysis
por: Fukui, Tsutomu, et al.
Publicado: (2023)

The genetic evidence for human origin of Jivaroan shrunken heads in collections from the Polish museums
por: Piniewska, Danuta, et al.
Publicado: (2016)

Shrunken Social Brains? A Minimal Model of the Role of Social Interaction in Neural Complexity
por: Reséndiz-Benhumea, Georgina Montserrat, et al.
Publicado: (2021)

Unsupervised Scoliosis Diagnosis via a Joint Recognition Method with Multifeature Descriptors and Centroids Extraction
por: Zhang, Liyuan, et al.
Publicado: (2018)

Effect of Trabeculectomy on Mean and Centroid Surgically Induced Astigmatism
por: Ando, Wakako, et al.
Publicado: (2022)

Perceived group size is determined by the centroids of the component elements
por: Boswell, Alexandria M., et al.
Publicado: (2021)

Centroid Optimization of DNN Classification in DOA Estimation for UAV
por: Wu, Long, et al.
Publicado: (2023)

Fast Quasi-Centroid Molecular Dynamics for Water and Ice
por: Lawrence, Joseph E., et al.
Publicado: (2023)

Barley lys3 mutants are unique amongst shrunken-endosperm mutants in having abnormally large embryos
por: Cook, Frederick, et al.
Publicado: (2018)

Centroid Molecular Dynamics Can Be Greatly Accelerated through Neural Network Learned Centroid Forces Derived from Path Integral Molecular Dynamics
por: Loose, Timothy D., et al.
Publicado: (2022)

Star Centroiding Based on Fast Gaussian Fitting for Star Sensors
por: Wan, Xiaowei, et al.
Publicado: (2018)

On a Generalization of the Jensen–Shannon Divergence and the Jensen–Shannon Centroid
por: Nielsen, Frank
Publicado: (2020)

Down to the nearest centimetre…
por: CERN Bulletin
Publicado: (2010)

The nearest active galaxies
por: Beckman, J
Publicado: (1993)

On Reverse Shrinkage Effects and Shrinkage Overshoot
por: Jordan, Pascal
Publicado: (2022)

Bounds for Combinations of Toader Mean and Arithmetic Mean in Terms of Centroidal Mean
por: Jiang, Wei-Dong
Publicado: (2013)

Mean square displacement for a discrete centroid model of cell motion
por: Rosen, Mary Ellen, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_b1irnec647ro2ilate7hi682g1