💡[Feature]: Add DNA CLASSIFICATION

[pavitraag]

Is there an existing issue for this?

• I have searched the existing issues

Feature Description

This feature involves implementing a DNA classification system using machine learning. The objective is to classify DNA sequences as either promoters (sequences that initiate the transcription process) or non-promoters. The dataset consists of 106 DNA sequences with 57 sequential nucleotides, sourced from the UCI Machine Learning Repository. The process includes data preparation, transformation, and the application of various machine learning algorithms to achieve accurate classification.

Use Case

• Improving Classification Accuracy: Utilizing advanced machine learning techniques to achieve higher accuracy in DNA sequence classification.
• Automating DNA Classification: Automating the process of identifying promoter and non-promoter sequences, which is crucial for genetic research and bioinformatics.
• Providing Insights: Offering valuable insights into the effectiveness of different machine learning algorithms for bioinformatics applications.

By implementing this DNA classification system, researchers and practitioners can streamline the analysis of DNA sequences, enabling faster and more accurate genetic studies.

Benefits

No response

Add ScreenShots

No response

Priority

High

Record

• I have read the Contributing Guidelines
• I'm a GSSOC'24 contributor
• I want to work on this issue

[TAHIR0110]

@pavitraag assigned!