Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays
by: Sánchez Garreta, Josep Salvador
Published: (2018)
Feature Dimensionality vs. Distribution of Sample Types: A Preliminary Study on Gene-Expression Microarrays
n gene-expression microarray data sets each sample is defined by hundreds or thousands of measurements. High- dimensionality data spaces have been reported as a significant obstacle to apply machine learning algorithms, owing to the associated phenomenon called ‘curse of dimensionality’. The analysi...
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Main Author: | Sánchez Garreta, José Salvador |
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Other Authors: | Garcia, Vicente |
Format: | Memoria in extenso |
Language: | en_US |
Published: |
AEPIA
2018
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Subjects: | |
Online Access: |
http://cathi.uacj.mx/20.500.11961/4510 |
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