Performance Evaluation Metrics for Machine-Learning Based Dissertation

By Tutors India Academy

Performance Evaluation Metrics for Machine-Learning Based Dissertation

Evaluation metric plays an important role in obtaining the best possible classifier in the classification training. Thus, choosing an appropriate evaluation metric is an essential key for obtaining a selective and best possible classifier. The associated evaluation metrics have been reviewed systematically that are specifically considered as a discriminator for optimizing a classifier. In general, many possible classifiers use accuracy as a measure to classify the optimal solution during the classification evaluation. Thus, the measurement device that measures the performance of a classifier is considered as the evaluation metric. Different metrics are used to evaluate various characteristics of the classifier induced by the classification method. Contact: www.tutorsindia.com info@tutorsindia.com (WA): +91-8754446690 (UK): +44-1143520021

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