Gene-Expression Based Cancer Classification From Microarray Data: Through Statistical Feature Selection - Nirmalakumari K,Ganesh Babu C.,Harikumar Rajaguru
-30% koodiga BOOKS
Saadetis 15-21 tööpäeva jooksul
30-päevane tagastamisõigus
Microarray technology is used for monitoring thousands of genes at a similar time. This work employs feature selection technique to identify the differently expressed genes by selecting a subset of genes, selecting top ranked genes or removing the redundant genes for better classification model. This work presents the efficiency of three feature selection methods namely one-way ANOVA, Kruskall-Wallis and T- ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
Art Cure: The Science of How the Arts Transform Our Health
-30% koodiga BOOKS
Meie tarnija laos
TOP
Little Book of Cartier: The story of the iconic jewellery brand
-30% koodiga BOOKS
Meie tarnija laos
TOP
Born a Crime: Stories from a South African Childhood
-30% koodiga BOOKS
Laos
TOP
Mega Builds: Ten Colossal Construction Projects That Will Change Our World
-30% koodiga BOOKS
Meie tarnija laos
TOP
Cartagena Diaries: A Photographic Journey with the Boys of Bel Ami and Corbin Fisher
-30% koodiga BOOKS
Meie tarnija laos
TOP
A Screaming Life: Into the Superunknown with Soundgarden and Beyond
-30% koodiga BOOKS
Meie tarnija laos
TOP
Amusing Ourselves to Death: Public Discourse in the Age of Show Business
-30% koodiga BOOKS
Meie tarnija laos
TOP
Encyclopaedia Eorzea ~The World of Final Fantasy XIV~ Volume I
-30% koodiga BOOKS
Meie tarnija laos
TOP
25 leichte Etüden: für Klavier op. 100
-30% koodiga BOOKS
Meie tarnija laos
TOP
Encyclopaedia Eorzea ~The World of Final Fantasy XIV~ Volume II
-30% koodiga BOOKS
Meie tarnija laos
TOP
Silver Marilyn. Marilyn Monroe und die Kamera: Photographien 1945-1962
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Art of Home: A Designer Guide to Creating an Elevated Yet Approachable Home
-30% koodiga BOOKS
Meie tarnija laos
TOP
This is Your Brain on Music: Understanding a Human Obsession
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Joinery Compendium: Learning from Traditional Woodworking
-30% koodiga BOOKS
Meie tarnija laos
Kirjeldus
Microarray technology is used for monitoring thousands of genes at a similar time. This work employs feature selection technique to identify the differently expressed genes by selecting a subset of genes, selecting top ranked genes or removing the redundant genes for better classification model. This work presents the efficiency of three feature selection methods namely one-way ANOVA, Kruskall-Wallis and T-Test for gene selection on three publically available microarray dataset followed by classification of those using Naive Bayes, Binary SVM and Multiclass SVM classification algorithms. The results show the effectiveness of feature selection algorithms on three microarray cancer datasets namely MLL_Leukemia, Lung and SRBCT.
Lisateave
| Autor | Nirmalakumari K, Ganesh Babu C., Harikumar Rajaguru |
|---|---|
| Kirjastaja | LAP LAMBERT Academic Publishing |
| Väljalaskeaasta | 2019 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9786200434135 |