Effect of Missing Data Treatment on the Predictive Accuracy of C4.5 Classifier

Saeed Shurrab; Rehab Duwairi

doi:10.15866/irecap.v11i3.19721

Effect of Missing Data Treatment on the Predictive Accuracy of C4.5 Classifier

International Journal on Communications Antenna and Propagation (IRECAP) ◽

10.15866/irecap.v11i3.19721 ◽

2021 ◽

Vol 11 (3) ◽

pp. 156

Author(s):

Saeed Shurrab ◽

Rehab Duwairi

Keyword(s):

Missing Data ◽

Predictive Accuracy ◽

Data Treatment ◽

Missing Data Treatment

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A Classification and Discrimination Integrated Strategy Conducted on Symbolic Data for Missing Data Treatment in Questionnaire Survey

Studies in Classification, Data Analysis, and Knowledge Organization - New Developments in Classification and Data Analysis ◽

10.1007/3-540-27373-5_6 ◽

2005 ◽

pp. 47-54

Author(s):

Maria Gabriella Grassia

Keyword(s):

Missing Data ◽

Questionnaire Survey ◽

Data Treatment ◽

Symbolic Data ◽

Integrated Strategy ◽

Missing Data Treatment

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Missing data treatment for locally weighted partial least square‐based modelling: A comparative study

Asia-Pacific Journal of Chemical Engineering ◽

10.1002/apj.2422 ◽

2020 ◽

Vol 15 (2) ◽

Author(s):

Wan Sieng Yeo ◽

Agus Saptoro ◽

Perumal Kumar

Keyword(s):

Missing Data ◽

Comparative Study ◽

Partial Least Square ◽

Least Square ◽

Data Treatment ◽

Missing Data Treatment

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Estimating Age Change in List Recall in Asset and Health Dynamics of the Oldest-Old: The Effects of Attrition Bias and Missing Data Treatment.

Psychology and Aging ◽

10.1037/0882-7974.20.3.460 ◽

2005 ◽

Vol 20 (3) ◽

pp. 460-475 ◽

Cited By ~ 6

Author(s):

Robert F. Kennison ◽

Elizabeth M. Zelinski

Keyword(s):

Missing Data ◽

Oldest Old ◽

Attrition Bias ◽

Data Treatment ◽

Missing Data Treatment ◽

Health Dynamics ◽

Age Change

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On Missing Data Treatment for Degraded Video and Film Archives: A Survey and a New Bayesian Approach

IEEE Transactions on Image Processing ◽

10.1109/tip.2004.823815 ◽

2004 ◽

Vol 13 (3) ◽

pp. 397-415 ◽

Cited By ~ 82

Author(s):

A.C. Kokaram

Keyword(s):

Missing Data ◽

Bayesian Approach ◽

Data Treatment ◽

Missing Data Treatment ◽

Film Archives

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Practical, Unified, Motion and Missing Data Treatment in Degraded Video

Journal of Mathematical Imaging and Vision ◽

10.1023/b:jmiv.0000011325.36760.1e ◽

2004 ◽

Vol 20 (1/2) ◽

pp. 163-177 ◽

Cited By ~ 41

Author(s):

Anil Kokaram

Keyword(s):

Missing Data ◽

Data Treatment ◽

Missing Data Treatment

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MCMC for joint noise reduction and missing data treatment in degraded video

IEEE Transactions on Signal Processing ◽

10.1109/78.978375 ◽

2002 ◽

Vol 50 (2) ◽

pp. 189-205 ◽

Cited By ~ 32

Author(s):

A.C. Kokaram ◽

S.J. Godsill

Keyword(s):

Missing Data ◽

Noise Reduction ◽

Data Treatment ◽

Missing Data Treatment

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A missing data treatment method for photovoltaic installations

2018 IEEE International Energy Conference (ENERGYCON) ◽

10.1109/energycon.2018.8398780 ◽

2018 ◽

Cited By ~ 2

Author(s):

Ioannis P. Panapakidis ◽

Aggelos S. Bouhouras ◽

Georgios C. Christoforidis

Keyword(s):

Missing Data ◽

Treatment Method ◽

Data Treatment ◽

Missing Data Treatment

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An Analysis of Missing Data Treatment Methods and Their Application to Health Care Dataset

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/11527503_69 ◽

2005 ◽

pp. 583-590 ◽

Cited By ~ 5

Author(s):

Peng Liu ◽

Elia El-Darzi ◽

Lei Lei ◽

Christos Vasilakis ◽

Panagiotis Chountas ◽

...

Keyword(s):

Health Care ◽

Missing Data ◽

Treatment Methods ◽

Data Treatment ◽

Missing Data Treatment

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Comparative studies of various missing data treatment methods - Malaysian experience

Atmospheric Research ◽

10.1016/0169-8095(95)00067-4 ◽

1996 ◽

Vol 42 (1-4) ◽

pp. 247-262 ◽

Cited By ~ 22

Author(s):

W.Y. Tang ◽

A.H.M. Kassim ◽

S.H. Abubakar

Keyword(s):

Missing Data ◽

Comparative Studies ◽

Treatment Methods ◽

Data Treatment ◽

Missing Data Treatment

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A Comparison of Methods for Missing Data Treatment in Building Sensor Data

2019 IEEE 7th International Conference on Smart Energy Grid Engineering (SEGE) ◽

10.1109/sege.2019.8859963 ◽

2019 ◽

Cited By ~ 1

Author(s):

Mehdi Pazhoohesh ◽

Zoya Pourmirza ◽

Sara Walker

Keyword(s):

Missing Data ◽

Sensor Data ◽

Comparison Of Methods ◽

Data Treatment ◽

Missing Data Treatment

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