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...
| Main Author: | Sánchez Garreta, José Salvador |
|---|---|
| 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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