What is a common application of SVM in the field of bioinformatics?
Practice Questions
Q1
What is a common application of SVM in the field of bioinformatics?
Gene classification
Weather prediction
Stock market analysis
Social media sentiment analysis
Questions & Step-by-Step Solutions
What is a common application of SVM in the field of bioinformatics?
Step 1: Understand what SVM stands for - SVM means Support Vector Machine, which is a type of algorithm used for classification tasks.
Step 2: Know the field of bioinformatics - Bioinformatics is the study of biological data, often using computers to analyze it.
Step 3: Identify a common task in bioinformatics - One common task is gene classification, which involves categorizing genes based on their functions or characteristics.
Step 4: Connect SVM to gene classification - SVMs are effective for gene classification because they can handle a lot of data (high-dimensional spaces) and find patterns in it.
