Cleansing of inconsistent sample in linear regression model based on rough sets theory

QR Code

Cleansing of inconsistent sample in linear regression model based on rough sets theory

The linear regression model is one of the most common and easiest algorithms used in machine learning for predictive analysis purposes. However, this model performs well under strict assumptions such as the number of observations, the linearity of variables, multicollinearity, homoskedasticity, re...

Full description

Bibliographic Details
Main Authors:	Rasyidah, Rasyidah, Efendi, Riswan, Mohd. Nawi, Nazri, Mat Deris, Mustafa, S.M.Aqil Burney, S.M.Aqil Burney
Format:	Article
Language:	English
Published:	Elsevier 2023
Subjects:	T Technology (General)
Online Access:	http://eprints.uthm.edu.my/9068/ http://eprints.uthm.edu.my/9068/1/J15770_be8201f8b61aa5ded65f238b957b8cf5.pdf

Similar Items

Cleansing of inconsistent sample in linear regression model based on rough sets theory
by: Rasyidah, Rasyidah, et al.
Published: (2023)

Cleansing of inconsistent sample in linear regression model based on rough sets theory
by: Rasyidah, Rasyidah, et al.
Published: (2023)

Cleansing of inconsistent sample in linear regression model based on rough sets theory
by: Rasyidah, Rasyidah, et al.
Published: (2023)

Cleansing of inconsistent sample in linear regression model based on rough sets theory
by: Rasyidah, Rasyidah, et al.
Published: (2023)

Cleansing of inconsistent sample in linear regression model based on rough sets theory
by: Rasyidah, Rasyidah, et al.
Published: (2023)

A new procedure in stock market forecasting based on fuzzy random auto-regression time series model
by: Efendi, Riswan, et al.
Published: (2018)

Flu diagnosis system using jaccard index and rough set approaches
by: Efend, Riswan, et al.
Published: (2018)

Cleansing composition
by: Hashim, Puziah, et al.
Published: (2013)

Comparison between rough set theory and logistic regression for classifying firm’s performance
by: Bahtiar Jamili Zaini,, et al.
Published: (2008)

Inconsistent decision system : rough set data mining strategy to extract decision algorithm of a numerical distance relay - tutorial.
by: Othman, Mohammad Lutfi, et al.
Published: (2012)

An insight of linear regression analysis / Set Foong Ng …[et al.]
by: Ng, Set Foong, et al.
Published: (2018)

From hadith to application: clay as parasite cleanse
by: Mat Yusof, Afzan, et al.
Published: (2016)

Inconsistent, insensitive translations of 'Allah'
by: Abd Razak, Dzulkifli
Published: (2009)

An Approach For Detection Of Logical Inconsistency
by: Yadav, Rinki
Published: (2012)

A Metaphor for Rough Set Theory: Modular Arithmetic
by: Wolski, Marcin, et al.
Published: (2018)

Rough sets theory for travel demand analysis in Malaysia
by: Wong, Jenn Hwee
Published: (2008)

Local Linear Spatial Regression
by: Hallin, M., et al.
Published: (2004)

Applying Rough Set Theory for Student Clustering on Assessment Datasets
by: Suhirman, na, et al.
Published: (2013)

Empirical analysis of rough set categorical clustering techniques based on rough purity and value set
by: Uddin, Jamal
Published: (2017)

Genocide of Rohingya Muslims: a classical model of ethnic cleansing
by: Osmani, Noor Mohammad, et al.
Published: (2018)

Clay as a potential parasite cleanse in the light of Islamic perspective
by: Mat Yusof, Afzan, et al.
Published: (2017)

A Review on the Self-Cleansing Design Criteria for Sewer System
by: Bong, C.H.J
Published: (2014)

Inconsistencies in the execution of death sentence / Rubiah Jaffar
by: Jaffar, Rubiah
Published: (1985)

Behavious based computer user clustering using rough set theory
by: Wang , Le Wei
Published: (2013)

Customer churn classification in telecommunication company using rough set theory
by: Nur Syafiqah, Mohd Nafis
Published: (2016)

Rough sets for mining educational data
by: Johnson, J., et al.
Published: (2012)

The Rohingya crisis: Suu Kyi’s false flag and ethnic cleansing in Arakan
by: Hasan, Md. Mahmudul
Published: (2017)

Missing attribute value prediction based on artificial neural network and rough set theory
by: A.F.M., Hani, et al.
Published: (2008)

Non-linear fluid flow through rough-walled fractures
by: Javadi, M., et al.
Published: (2009)

Iterated statistical linear regression for Bayesian updates
by: Garcia Fernandez, Angel, et al.
Published: (2014)

Multiculturalism and inconsistency in the perception of sex education in Australian society
by: Almahbobi, Ghanim
Published: (2012)

An Absurd Inconsistency in Law: Nicklinson’s Case and Deciding to Die
by: Douglas, Michael
Published: (2014)

Genomic recombination in primate bocavirus: inconsistency and alternative interpretations
by: Yee, Ling Chong, et al.
Published: (2017)

Status inconsistency of women: a study in Hamadan, Iran
by: Babaei, Hamidreza, et al.
Published: (2011)

Automated Software Tool Support for Checking the Inconsistency of Requirements
by: Kamalrudin, Massila
Published: (2009)

Trademark image classification approaches using neural network and rough set theory
by: Saad, Puteh
Published: (2003)

Vector regression estimation and linear transformation
by: Daoud, Jamal Ibrahim, et al.
Published: (2008)

Vector Regression Estimation and Linear Transformation
by: Usman, Mustofa, et al.
Published: (2006)

Local linear additive quantile regression
by: Yu, K., et al.
Published: (2004)

A complex linear regression model
by: Abdul Ghapor Hussin,, et al.
Published: (2010)