What is Classification Algorithms in Data Mining? | Data Trained

What is Classification Algorithms in Data Mining ? Predictive modeling : Classification algorithms are used to build predictive models that can be used to make predictions about new data instances . For example , a bank might use a classification algorithm to predict whether a loan applicant is likely to default on a loan . PATTERN RECOGNITION Classification algorithms are used to identify patterns and relationships within data that may not be immediately apparent . For example , a marketing team might use a classification algorithm to identify common traits among customers who purchase a particular product . Data Trained पढ़ते रहो , बढ़ते रहो Classification algorithms in data mining are used to build predictive models that can categorize data into different classes based on their attributes or features . These algorithms use statistical , mathematical , and machine learning techniques to identify patterns and relationships within the data that can be used to predict the class of a new data instance . For More Info : www.datatrained.com Classification Algorithms in Data Mining www Decision - making : Classification algorithms can be used to support decision - making processes by providing insights into complex data sets . For example , a medical researcher might use a classification algorithm to identify factors that contribute to a particular disease . Data filtering Classification algorithms can be used to filter data based on specific criteria . For example , a fraud detection system might use a classification algorithm to flag transactions that appear suspicious .