Classification of Imbalanced Malaria Disease Using Naïve Bayesian Algorithm
نویسندگان
چکیده
منابع مشابه
Incremental Naïve Bayesian Learning Algorithm based on Classification Contribution Degree
In order to improve the ability of gradual learning on the training set gotten in batches of Naive Bayesian classifier, an incremental Naïve Bayesian learning algorithm is improved with the research on the existing incremental Naïve Bayesian learning algorithms. Aiming at the problems with the existing incremental amending sample selection strategy, the paper introduced the concept of sample Cl...
متن کاملImbalanced Multiclass Data Classification Using Ant Colony Optimization Algorithm
Class imbalance problems have drawn increasing interest lately because of its classification trouble caused by imbalanced class deliveries and poor prediction performance for minority class. This problem is particularly common in preparation and can be detected in various disciplines including fraud detection, anomaly detection, oil spillage detection, medical diagnosis, facial recognition. Man...
متن کاملFine tuning the Naïve Bayesian learning algorithm
This work augments the Naïve Bayesian learning algorithm with a second training phase in an attempt to improve its classification accuracy. This is achieved by finding more accurate estimations of the needed probability terms. This approach helps in dealing with the problem of the lack of training data. Unlike many previous approaches that deal with this problem, the proposed method is an eager...
متن کاملDealing with Imbalanced Data using Bayesian Techniques
For the present work, we deal with the significant problem of high imbalance in data in binary or multi-class classification problems. We study two different linguistic applications. The former determines whether a syntactic construction (environment) co-occurs with a verb in a natural text corpus consists a subcategorization frame of the verb or not. The latter is called Name Entity Recognitio...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Engineering & Technology
سال: 2018
ISSN: 2227-524X
DOI: 10.14419/ijet.v7i2.7.10978