Browsing by Subject "Classification"
Now showing items 1-8 of 8
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Analyzing the effects of land use and land cover changes on paddy cultivation using Remote Sensing: A case study of Sooriyawewa, Sri Lanka
(2022-09)Land-use and land-cover (LULC) change research is a type of environmental research that is intimately linked to socioeconomic development. At present, the LULC changes are mainly occurred due to physical deve ... -
A Comparison of Classical Statistical & Machine Learning Techniques in Binary Classification
(2017)Predicting a precise response for previously unseen input variables is a vital and challenging task, as precise predictions can minimize the risks related to different domains by making correct decisions. The main objec ... -
An Image Processing Application for Diagnosing Acute Lymphoblastic Leukemia (ALL)
(2017)Leukemia, simply called “Blood cancer” is a fatal disease where the white blood cells (WBC) increases in bone marrow and peripheral blood. Acute lymphoblastic leukemia (ALL) is one of the most common types of leukemia a ... -
A Machine Learning Approach to Classify Sinhala Songs Based On User Ratings
(2017)In the music industry there is a need to analyse the significant features that distinguish highly rated songs from lower rated ones. Then an artist can test their music tracks to check whether it will gain potential popu ... -
Modification of ID3 Algorithm to Explore Students' Performance with their Attributes
(2014)Classification is one of the influential techniques in data mining process which can apply to accurately predict the target class for each case in a dataset. Particularly, in the field of education, the object of classification ... -
A Review on Data Mining Techniques to Predict the Student Performance and Decision Making in Educational Institutions
(2018)Education is significant as it represents the future of a nation. Most of the Sri Lankan educational institutions utilize manual, paper-based systems to manage information which are more time and money consuming. It also ...