Artificial neural network is used forClassificationClusteringPattern recognitionAll of the above
Question
Artificial neural network is used for
- Classification
- Clustering
- Pattern recognition
- All of the above
Solution
Analyzing the Options
-
Classification: Artificial neural networks (ANNs) are commonly used in classification tasks, where the goal is to assign input data into predefined categories.
-
Clustering: While traditional ANNs are not used for clustering, variations like Self-Organizing Maps (SOMs) can perform clustering tasks. Thus, ANNs can also be relevant in this context.
-
Pattern Recognition: ANNs excel at recognizing patterns in data, particularly in fields like image and speech recognition.
-
All of the above: Given that ANNs can be applied to classification, clustering (in some variations), and pattern recognition, this option encompasses all aforementioned tasks.
Conclusion
Given that artificial neural networks have applications in classification, clustering (depending on the type of neural network), and pattern recognition, the correct answer is:
All of the above.
Similar Questions
Artificial neural network is used forClassificationClusteringPattern recognitionAll of the above
Neural Networks are methods of?Question 1Answera.Clusteringb.Classificationc.Customizationd.Regression
explain neural network and classification tree what does the technology and function attempt to do with
explain neural network and classification tree what does the technology and function attempt to do with
Which of the following is an application of clustering?Plant classificationAll of the AboveImage processingCustomer Segmentation
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.