Variable selection using least angle regression

Variable selection using least angle regression

The least-angle regression (LARS) (Efrron, Hastie, Johnstone, and Tibshirani, 2004) is a technique used with the absence of data that consist of many independent variables. Suppose we expect a response variable to be determined by a linear combination of a subset of potential covariates. Then the LA...

Saved in:

書目詳細資料
主要作者:	Wan Mohd. Rosly, Wan Nur Shaziayani
格式:	Thesis
語言:	English
出版:	2011
主題:	QA75 Electronic computers Computer science
在線閱讀:	http://eprints.utm.my/id/eprint/48703/25/WanNurShaziayaniMFS2011.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Least significant bit steganography technique using modulus operation with pixel selection derived from K-map and Gaussian elimination
由: Jaafar, Sayuthi
出版: (2013)

MP3 audio steganography technique using extended least significant bit
由: Mohammed Atoum, Mohammed Salem
出版: (2014)

Classification of electroencephalography signal using statistical features and regression classifier
由: Sabri, Nurbaity
出版: (2014)

Blind colour image watermarking techniques in hybrid domain using least significant bit and slantlet transform
由: Hasan, Harith Raad
出版: (2014)

Improved steganalysis technique based on least significant bit using artificial neural network for MP3 files
由: Alarood, Ala Abdulsalam Solyiman
出版: (2017)

Test case prioritization technique using sequence diagram and labeled transition systems in regression testing
由: As’Sahra, Nur Fatimah
出版: (2015)

Plant leaf identification using moment invariants & general regression neural network
由: Zulkifli, Zalikha
出版: (2009)

Regression testing framework for test cases generation and prioritization
由: Osman, Eglal Mohammed Khalifa
出版: (2022)

Finding kernel function for stock market prediction with support vector regression
由: Chai, Chon Lung
出版: (2006)

Hybrid search-based and string similarity-based prioritization technique for regression testing
由: Kamil Riadz, Muhammad Irsyad
出版: (2022)

Back propagation neural network and non-linear regression models for dengue outbreak prediction
由: Husin, Nor Azura
出版: (2008)

Time series support vector regression models with missing data treatments for water level prediction
由: Ibrahim, Noraini
出版: (2014)

Comparative study between radial basis function and polynomial of support vector regression in predicting flood
由: Azhari , Farhana
出版: (2010)

Similarity measure for retrieval of question items with multi-variable data sets
由: Che Hassan, Siti Hasrinafasya
出版: (2008)

Hybrid of ant colony optimization and flux variability analysis for improving metabolites production
由: Azhar, Amira Husna
出版: (2017)

Hybrid of ant colony optimization and flux variability analysis for improving metabolities production
由: Azhar, Amira Husna
出版: (2017)

Enhanced dynamic flux variability analysis for improving growth and production rate in microbial strains
由: Khairil Anuar, Mohammad Fahmi Arieef
出版: (2018)

Comparative study of feature selection method of microarray data for gene classification
由: Ghazali, Nurulhuda
出版: (2009)

The Bacterial Foraging Optimisation Algorithm using Prototype Selection and Prototype Generation for Data Classification
由: Faizol, Bin Mohd Suria
出版: (2020)

Development of Hybrid Convolutional Neural Network and Auto-Regressive Integrated Moving Average for Skin Cancer Classification
由: KA CHIN, CHEE
出版: (2022)

Feature Subset Selection in Intrusion Detection Using Soft Computing Techniques
由: Iftikhar , Ahmad, et al.
出版: (2011)

Selective joint motion recognition using multi sensor for salat learning
由: Jaafar, Nor Azrini
出版: (2022)

Spam filtering using bayesian technique based on independent feature selection
由: Mohamad, Masurah
出版: (2006)

Offline handwritten Arabic writer identification using negative selection algorithm
由: A. Suliman, Hager
出版: (2014)

Comparative study of image outlier detection using hexagonal lattice and rectangular lattice based on self-organizing map
由: Wan Ismail, Wan Saiful ’Azzam
出版: (2009)

Multi local feature selection using genetic algorithm for face identification
由: Chu, Kai Chuan
出版: (2007)

Feature selection for content-based image retrieval using statistical discriminant analysis
由: Tee, Cheng Siew
出版: (2008)

Peer-to-peer data searching using relevant peer selection and local availability estimation
由: Ishak, Iskandar
出版: (2011)

Grey relational analysis feature selection for cancer classification using support vector machine
由: Sy. Ahmad Ubaidillah, Sharifah Hafizah
出版: (2014)

Knowledge sharing via social media in flood disaster event
由: Wan Hussin, Wan Nur Tasnim
出版: (2016)

Prediction Of Petroleum Reservoir Properties Using Nonlinear Feature Selection And Ensembles Of Computational Intelligence Techniques
由: Anifowose, Fatai Adesina
出版: (2015)

Business intelligence framework using ant colony optimization for feature selection in higher education institution
由: Raja Kumaran, Shamini
出版: (2017)

An energy savvy routing algorithm for mobile ad hoc sensor networks (MASNETs)
由: Wan Balkis, Wan Mohd Shuhaimi
出版: (2016)

The effects of windows service packs on port scanning
由: Wan Othman , Wan Mohd. Said
出版: (2010)

Improved scheme of e-mail spam classification using meta-heuristics feature selection and support vector machine
由: Elssied Hamed, Nadir Omer Fadl
出版: (2015)

Web-based decision support system (WDSS) for supplier selection
由: Mohd. Zin, Nor Asma
出版: (2009)

Fuzzy case-based reasoning for weather prediction
由: Wan Husain, Wan Salfarina
出版: (2008)

Simulation model for analysis and design of printed circuit board production line
由: Wan Yussof, Wan Juwairiah
出版: (2007)

Multistage feature selection methods for data classification
由: Mohamad, Masurah
出版: (2021)

Optimizing the selection of architecture for component-based system
由: Saed, Adil Ali Abdelaziz
出版: (2013)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group