Implementation of Naive Bayesian Classifier and Ada-Boost Algorithm Using Maize Expert System
نویسندگان
چکیده
منابع مشابه
An Expert Cognitive System Using Ada-boost Algorithm
Recent works on ensemble methods like Adaptive Boosting have been applied successfully in many problems. Ada-Boost algorithm running on a given weak learner several times on slightly altered data and combining the hypotheses in order to achieve higher accuracy than the weak learner. This paper presents an expert system that boosts the performance of an ensemble of classifiers. In, Boosting, a s...
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Machine learning [1] is concerned with the design and development of algorithms that allow computers to evolve intelligent behaviors based on empirical data. Weak learner is a learning algorithm with accuracy less than 50%. Adaptive Boosting (Ada-Boost) is a machine learning algorithm may be used to increase accuracy for any weak learning algorithm. This can be achieved by running it on a given...
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ژورنال
عنوان ژورنال: International Journal of Information Sciences and Techniques
سال: 2012
ISSN: 2249-1139
DOI: 10.5121/ijist.2012.2305