Machine Learning in Bioinformatics

Machine learning is closely related to computational statistics, which also focuses in prediction-making through the use of computers. It has strong ties to mathematical optimization, which delivers methods, theory and application domains to the field. Machine learning is sometimes conflated with data mining, where the latter subfield focuses more on exploratory data analysis and is known as unsupervised learning.

 

  • Bioinformatics Tools & Software
  • Pattern recognition and machine learning
  • Practical machine learning tools and techniques
  • Support vector machines
  • Machine learning in prediction of protein secondary structure

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