Though Decision tree models were outperformed, Neural Network models also have above 90% accuracy.
Therefore, it can be concluded that both data mining techniques are suitableto developlandslide prediction models for Sri Lanka.
Emotions are known to influence the perception of human beings along with their memory, thinking and imagination.
Human perception is important in today's world in a wide range of factors including but not limited to business, education,...
This project will also suggest how to successfully implement the computerized procedure and to overcome the obstacle that would hinder the successful implementation of the system.
The new system will be designed using top-down design methodology and implemented using XAMPP IDE on windows 7,8,8.1 system using PHP, HTML, CSS and My SQL technologies.A design was taken to computerized the manual process in order to check this problem.The problems were identified after series of interviews and examination of documents after which analysis was made and a computerized procedure recommended.The second thing to consider is what kind of techniques you want to apply or design/improve?Data mining is a broad field consisting of many techniques such as neural networks, association rule mining algorithms, clustering and outlier detection techniques.This project was centered on online news editing system.The current process of news editing is being operated manually and due to this procedure numerous problem are been encountered.Choosing a supervisor is a very important and strategic decision that every graduate student has to make. Therefore, I highly recommend to try to find a research topic by yourself, as it is important to develop this skill to become a successful researcher. If you like this blog, you can subscribe to the RSS Feed or my Twitter account (https://twitter.com/philfv) to get notified about future blog posts.For more information about choosing a supervisor, you can read this post : How to choose a research advisor for M. If you are a student, when searching for a topic, you can ask your research advisor to guide you. Hence within this study, prediction models were developed using Decision Tree and Neural Network data mining techniques,based on the data of Badulla and Nuwara Eliya districts.Selected Decision Tree model for Badulla district has 96.2963% accuracy level and Nuwara Eliya district has 100% accuracy level.