Concepedia

Supervised feature selection using principal component analysis

Fariq Rahmat, Zed Zulkafli, Asnor Juraiza Ishak, Ribhan Zafira Abdul Rahman, Simon De Stercke, Wouter Buytaert, Wardah Tahir, Jamalludin Ab Rahman, Salwa Ibrahim, Muhamad Taufik Ismail

Knowledge and Information Systems · 2023 · 46 citations · 13 references

Concepts

ComputingComputer ScienceData MiningFeature EngineeringMachine LearningDimensionality ReductionFeature ExtractionFeature SelectionPattern RecognitionPrincipal Component AnalysisVariable SelectionPrincipal Component Analysis FeaturesSupervised Feature Selection

References

13

Using mutual information for selecting features in supervised neural net learning

Roberto Battiti · IEEE Transactions on Neural Networks · 1994 · 2.6K citations

Computing, Computer Science, Artificial Intelligence +16

A Study on Multiple Linear Regression Analysis

Gülden Kaya Uyanık, Neşe Güler · Procedia - Social and Behavioral Sciences · 2013 · 1.2K citations · Full text

Education, Educational Assessment, Educational Psychology +15

Feature Selection Using Principal Component Analysis

Fengxi Song, Zhongwei Guo, Dayong Mei · 2010 · 386 citations

Computing, Computer Science, Computer Vision +13

A Hybrid Data Mining Model to Predict Coronary Artery Disease Cases Using Non-Invasive Clinical Data

Luxmi Verma, Sangeet Srivastava, Prakash Chand Negi · Journal of Medical Systems · 2016 · 237 citations

Computing, Biomedical Informatics, Cardiology +12

A data-driven software tool for enabling cooperative information sharing among police departments

Michael Redmond, Alok Baveja · European Journal of Operational Research · 2002 · 202 citations

Social Sciences, Information Systems, Information Technology +16