Class Imbalance of Bio-Medical Data by Using PCA-Near Miss for Classification

Author:

Tumuluru Praveen1,Daniel Ravuri2,Mahesh Gundabathula1,Lakshmi Kalavala Deekshitha1,Mahidhar Pakalapati1,Kumar Muttum Vinay1

Affiliation:

1. Koneru Lakshmaiah Education Foundation,Department of CSE,Vaddeswaram,AP,INDIA

2. Prasad V. Potluri Siddhartha Institute of Technology,Department of CSE,Vijayawada,INDIA

Publisher

IEEE

Reference20 articles.

1. APMWMM: Approach to Probe Malware on Windows Machine using Machine Learning;reddy;Proceedings - International Conference on Applied Artificial Intelligence and Computing ICAAIC 2022,0

2. Cost-sensitive learning of deep Feature representations from imbalanced data;khan;IEEE Trans Neural Netw Learn Syst,2018

3. A Review of Machine Learning Techniques for Breast Cancer Diagnosis in Medical Applications;lakshmi;2019 Third International conference on I-SMAC (IoT in Social Mobile Analytics and Cloud)(I-SMAC),2019

4. DPMLT: Diabetes Prediction Using Machine Learning Techniques;burra;Proceedings of the International Conference on Electronics and Renewable Systems ICEARS 2022,0

5. Chronological grasshopper optimization algorithm-based gene selection and cancer classification;ravi;Journal of Advanced Research in Dynamical & Control Systems,2018

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