Feature selection by mutual information: robust ranking on high- dimension low-sample-size data

QR Code

Feature selection by mutual information: robust ranking on high- dimension low-sample-size data

Feature selection is a process of selecting a group of relevant features by removing unnecessary features for use in constructing the predictive model. The current benchmark for the data set is obtained by including all the features, such as redundancy and noise. Therefore, for this research, an opt...

Full description

Bibliographic Details
Main Author:	Chin, Fung Yuen
Format:	Final Year Project / Dissertation / Thesis
Published:	2024
Subjects:	HA Statistics Q Science (General)
Online Access:	http://eprints.utar.edu.my/7067/ http://eprints.utar.edu.my/7067/1/THE_1002128.pdf

Similar Items

Dimensioning performance estimation of the airline industry : path-analysis based modelling / Hashem Salarzadeh Jenatabadi
by: Jenatabadi, Hashem Salarzadeh
Published: (2013)

K-sample tests based on survival analysis with interval-censored data
by: Elfaki, Faiz Ahmed Mohamed, et al.
Published: (2009)

Fuzzy TOPSIS method as a decision supporting system to rank Malaysia online shopping website quality during COVID-19 MCO 2020
by: Fam, Soo-Fen, et al.
Published: (2020)

Introduction to Property Information & Data Analysis
by: Mar Iman, Abdul Hamid
Published: (2008)

A study of consumer buying behaviour in the selection of sauces / Cheong Chow Sim
by: Cheong, Chow Sim
Published: (2001)

Comparing groups using robust H statistic with adaptive trimmed mean
by: Muhammad Di, Nur Faraidah, et al.
Published: (2014)

A study of Benjamin Graham's stock selection criteria in the Kuala Lumpur Stock Exchange / Thong Lee Fah
by: Thong, Lee Fah
Published: (2002)

Estimation of Information Measures for Power-Function Distribution in Presence of Outliers and Their Applications
by: Hassan, Amal Soliman, et al.
Published: (2022)

Investigating the effect of SERVQUAL dimensions on customer satisfaction among tourists who visited resort hotels in Perak, Malaysia
by: Loh, Wei Hong, et al.
Published: (2024)

Driver recognition system using FNN and statistical methods
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2007)

The performance of mutual information for mixture of bivariate normal disatributions based on robust kernel estimation.
by: Dadkhah, Kourosh, et al.
Published: (2010)

Improving hand written digit recognition using hybrid feature selection algorithm
by: Wong, Khye Mun
Published: (2022)

Modeling of Electromagnetic Waves using Statistical and Numerical Techniques
by: Daud, Hanita, et al.
Published: (2009)

Confidence intervals (CI) for concentration parameter in von Mises distribution and analysis of missing values for circular data / Siti Fatimah binti Hassan
by: Hassan, Siti Fatimah
Published: (2015)

Bilateral trade among the Developing Eight (D-8) countries / Mohim Sheihaki Tash
by: Tash, Mohim Sheihaki
Published: (2013)

Some aspects of numerical analysis / Gan Bon Hua
by: Gan, Bon Hua
Published: (1967)

Statistics from the decision theory point of view / Choong Sow Lim
by: Choong, Sow Lim
Published: (1968)

The population of Hong Kong / Yap Wen Shion, Jessie
by: Jessie, Yap Wen Shion
Published: (1967)

Modeling undesirable factors in efficiency evaluation with an application to the Malaysian manufacturing sector / Noor Asiah bt Ramli
by: Ramli, Noor Asiah
Published: (2013)

Some methods for competing risks with and without masked cause of failure: a short review
by: Yosra , Yousif, et al.
Published: (2015)

The hybrid returns-to-scale model and its extension by production trade-offs: an application to the efficiency assessment of public universities in Malaysia
by: Podinovski, Victor, V., et al.
Published: (2017)

Probability
by: Khalid, Madihah
Published: (2018)

Assessment of the Psychometric Properties of E-learning Instructional Design Quality
by: kishabale, bashir, et al.
Published: (2018)

The Dynamics of Data Collection: A Generative Questionnaires
by: Norish Norsiah Aminudin,
Published: (2017)

Focus Groups: Strategic Articulations of Pedagogy, Politics, and Inquiry
by: Norish Norsiah Aminudin,
Published: (2017)

Research Inclination Among OUM Academics : Research Needs Assessment Study
by: Soon , Seng Thah
Published: (2018)

Prediction of mortality rates using augmented data
by: Tan Chon Sern,, et al.
Published: (2016)

The people we know: Social network diversity among urban Malaysians
by: Rycker, Antoon De, et al.
Published: (2015)

A profile of dengue patients at University Malaya Medical Centre / Chris Ng Fook Sheng
by: Ng, Chris Fook Sheng
Published: (2005)

Measuring the efficiency of public universities in Malaysia : an application of data envelopment analysis / Muzalwana Abdul Talib
by: Abdul Talib, Muzalwana
Published: (2005)

Analysing random access memory chip yield performance / by Kam Choy Sar.
by: Kam, Choy Sar
Published: (2000)

Comparison of some technical indicators in the Kuala Lumpur Stock Exchange / by Lim Gin Hoe
by: Lim, Gin Hoe
Published: (2001)

Participation of female hawkers in economic and family activities / by Leong Yoke Yien
by: Leong, Yoke Yien
Published: (2000)

Tahap kandungan raksa di dalam darah kakitangan pergigian / Wan Mohd. Azhar Mohd.
by: Wan Ibrahim, Wan Mohd Azhar
Published: (2000)

Behaviour of trading and non-trading stock returns in the Malaysian Stock Market / Tan Lay Khong
by: Tan, Lay Khong
Published: (2000)

Children influence in family decision-making / Lim Siew Ling
by: Lim, Siew Ling
Published: (2000)

Forecasting tea production in Malaysia / Tamil Selvan Krishnan.
by: Krishnan, Tamil Selvan.
Published: (2000)

Relationship between risks and return in the Kuala Lumpur Stock Exchange / Khoo Keat Chye.
by: Khoo, Keat Chye
Published: (2000)

Satu kajian mengenai masalah sosial di Amerika Syarikat / Swee Kuo Shing.
by: Swee, Kuo Shing
Published: (1999)

Seasonality effects of finance stocks on the Kuala Lumpur exchange / Ng Foon Lee.
by: Ng, Foon Lee
Published: (2000)