Performance Evaluation: A Comparative Study of Various Classifiers

Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
Real-world knowledge discovery processes typically consist of complex data pre-processing, machine learning, evaluation, and visualization steps. Hence a data mining platform should allow complex nested operator chains or trees, provide the transparent data managing, comfortable constraint handling and optimization, be flexible, extendable and easy-to-use. Modern machine learning techniques have encouraged interest in the development of various systems that ensure protected, trustworthy and many more operations in the different fields and applications. In an earlier study, many other approaches/methods were investigated to develop various applications using modern machine learning techniques and more specific classification algorithms.

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