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Data Analytics in Bioinformatics : a Machine Learning Perspective by Choudhury, Tanupriya;Mohanty, Sachi Nandan;Satpathy, Rabinarayan;Satpathy, Suneeta is a nonfiction available to read on EtoBox.

What is Data Analytics in Bioinformatics : a Machine Learning Perspective about?

Cover -- Half-Title Page -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- Acknowledgement -- Part 1: THE COMMENCEMENT OF MACHINE LEARNING SOLICITATION TO BIOINFORMATICS -- 1 Introduction to Supervised Learning -- 1.1 Introduction -- 1.2 Learning Process & -- its Methodologies -- 1.2.1 Supervised Learning -- 1.2.2 Unsupervised Learning -- 1.2.3 Reinforcement Learning -- 1.3 Classification and its Types -- 1.4 Regression -- 1.4.1 Logistic Regression -- 1.4.2 Difference between Linear & -- Logistic Regression -- 1.5 Random Forest -- 1.6 K-Nearest Neighbor -- 1.7 Decision Trees -- 1.8 Support Vector Machines -- 1.9 Neural Networks -- 1.10 Comparison of Numerical Interpretation -- 1.11 Conclusion & -- Future Scope -- References -- 2 Introduction to Unsupervised Learning in Bioinformatics -- 2.1 Introduction -- 2.2 Clustering in Unsupervised Learning -- 2.3 Clustering in Bioinformatics-Genetic Data -- 2.3.1 Microarray Analysis -- 2.3.2 Clustering Algorithms -- 2.3.3 Partition Algorithms -- 2.3.4 Hierarchical Clustering Algorithms -- 2.3.5 Density-Based Approach -- 2.3.6 Model-Based Approach -- 2.3.7 Grid-Based Clustering -- 2.3.8 Soft Clustering -- 2.4 Conclusion

Who reads Data Analytics in Bioinformatics : a Machine Learning Perspective?

Author

Choudhury, Tanupriya;Mohanty, Sachi Nandan;Satpathy, Rabinarayan;Satpathy, Suneeta

Publisher

Wiley-Scrivener

Published

2021

Language

EN

ISBN

9781119785613

Category

nonfiction