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Sequence Classifiers in C# ( Hidden Conditional Random Fields) #3758
You will discover what a Hidden Conditional Random Field is and what it can achieve in this post. After a brief introduction, the paper will demonstrate how to develop, learn, and apply Accord.NET Framework-generated HCRFs.
We will concentrate on linear-chain HCRFs in this article, which are nearly equivalent to hidden Markov models.
Key takeaways.
-Conditional Random Fields
-Fields with Hidden Variables
-Sequence Classification
-Using the Code
Introduction paragraph (2-3 paragraphs)
You will discover what a Hidden Conditional Random Field is and what it can achieve in this post. After a brief introduction, the paper will demonstrate how to develop, learn, and apply Accord.NET Framework-generated HCRFs. We will concentrate on linear-chain HCRFs in this article, which are nearly equivalent to hidden Markov models.
Key takeaways.
-Conditional Random Fields -Fields with Hidden Variables -Sequence Classification -Using the Code
References:
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