Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5

Current Topics in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-14264-2_11 ◽

2010 ◽

pp. 101-110 ◽

Author(s):

Iñaki Albisua ◽

Olatz Arbelaitz ◽

Ibai Gurrutxaga ◽

José I. Martín ◽

Javier Muguerza ◽

...

Keyword(s):

Comparative Analysis ◽

Decision Trees ◽

Class Distribution ◽

Optimal Class Distribution

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Comparative Analysis of Decision Trees with Logistic Regression in Predicting Fault-Prone Classes

Information Systems, Technology and Management - Communications in Computer and Information Science ◽

10.1007/978-3-642-00405-6_36 ◽

2009 ◽

pp. 337-338

Author(s):

Yogesh Singh ◽

Arvinder Kaur Takkar ◽

Ruchika Malhotra

Keyword(s):

Logistic Regression ◽

Comparative Analysis ◽

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Comparative Analysis of Prediction Techniques to Determine Student Dropout: Logistic Regression vs Decision Trees

2018 37th International Conference of the Chilean Computer Science Society (SCCC) ◽

10.1109/sccc.2018.8705262 ◽

2018 ◽

Author(s):

Alfredo Perez ◽

Elizabeth E. Grandon ◽

Monica Caniupan ◽

Gilda Vargas

Keyword(s):

Logistic Regression ◽

Comparative Analysis ◽

Decision Trees ◽

Student Dropout ◽

Prediction Techniques

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A comparative analysis of SVM, K-NN, and decision trees for high resolution satellite image scene classification

Twelfth International Conference on Machine Vision (ICMV 2019) ◽

10.1117/12.2557563 ◽

2020 ◽

Author(s):

Samia Bouteldja ◽

Assia Kourgli

Keyword(s):

Comparative Analysis ◽

High Resolution ◽

Decision Trees ◽

Satellite Image ◽

Scene Classification ◽

High Resolution Satellite Image

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Enhanced Prediction and Characterization of CDK Inhibitors Using Optimal Class Distribution

Interdisciplinary Sciences Computational Life Sciences ◽

10.1007/s12539-016-0151-1 ◽

2016 ◽

Vol 9 (2) ◽

pp. 292-303 ◽

Author(s):

Abhigyan Nath ◽

S. Karthikeyan

Keyword(s):

Cdk Inhibitors ◽

Class Distribution ◽

Optimal Class Distribution

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A Comparative Analysis of Decision Trees Vis-`a-vis Other Computational Data Mining Techniques in Automotive Insurance Fraud Detection

Journal of Data Science ◽

10.6339/jds.201207_10(3).0010 ◽

2021 ◽

Vol 10 (3) ◽

pp. 537-561 ◽

Author(s):

Adrian Gepp ◽

J. Holton Wilson ◽

Kuldeep Kumar ◽

Sukanto Bhattacharya

Keyword(s):

Data Mining ◽

Comparative Analysis ◽

Decision Trees ◽

Fraud Detection ◽

Insurance Fraud ◽

Data Mining Techniques ◽

Computational Data

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A comparative analysis of methods for pruning decision trees

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/34.589207 ◽

1997 ◽

Vol 19 (5) ◽

pp. 476-493 ◽

Author(s):

F. Esposito ◽

D. Malerba ◽

G. Semeraro ◽

J. Kay

Keyword(s):

Comparative Analysis ◽

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Comparative Analysis of Deterministic and Nondeterministic Decision Trees

10.1007/978-3-030-41728-4 ◽

2020 ◽

Author(s):

Mikhail Moshkov

Keyword(s):

Comparative Analysis ◽

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A Comparative Analysis of Decision Trees, Support Vector Machines and Artificial Neural Networks for On-line Transient Stability Assessment

2018 International Conference on Smart Energy Systems and Technologies (SEST) ◽

10.1109/sest.2018.8495872 ◽

2018 ◽

Author(s):

Nicholas Gregory Baltas ◽

Peyman Mazidi ◽

Jin Ma ◽

Francisco de Asis Fernandez ◽

Pedro Rodriguez

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Comparative Analysis ◽

Support Vector Machines ◽

Decision Trees ◽

Transient Stability ◽

Support Vector ◽

Stability Assessment ◽

Vector Machines ◽

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A comparative analysis of pruning strategies for fuzzy decision trees

2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS) ◽

10.1109/ifsa-nafips.2013.6608487 ◽

2013 ◽

Author(s):

Mariana V. Ribeiro ◽

Heloisa A. Camargo ◽

Marcos E. Cintra

Keyword(s):

Comparative Analysis ◽

Decision Trees ◽

Fuzzy Decision ◽

Fuzzy Decision Trees

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Probing an optimal class distribution for enhancing prediction and feature characterization of plant virus-encoded RNA-silencing suppressors

3 Biotech ◽

10.1007/s13205-016-0410-1 ◽

2016 ◽

Vol 6 (1) ◽

Author(s):

Abhigyan Nath ◽

Karthikeyan Subbiah

Keyword(s):

Rna Silencing ◽

Plant Virus ◽

Class Distribution ◽

Feature Characterization ◽

Optimal Class Distribution

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